diff --git "a/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.stdout.txt" "b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.stdout.txt" new file mode 100644--- /dev/null +++ "b/fold_1/logs.models.fold_1.ENCSR541PUY/logfile.modelling.fold_1.ENCSR541PUY.stdout.txt" @@ -0,0 +1,464 @@ +DNase-seq +DNASE_SE +/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json +Fri Oct 7 01:02:46 2022 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 Tesla V100S-PCI... On | 00000000:C4:00.0 Off | 0 | +| N/A 30C P0 26W / 250W | 0MiB / 32768MiB | 0% E. Process | +| | | N/A | ++-------------------------------+----------------------+----------------------+ + ++-----------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=============================================================================| +| No running processes found | ++-----------------------------------------------------------------------------+ +No logfile supplied - creating one +2022-10-07_01-02-47: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_1/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/ +evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] +Number of peaks input: 159748 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 159748 +Number of peaks input: 40252 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 40252 +Number of non peaks input: 160087 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 160087 +Number of non peaks input: 39912 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 39912 +Number of peaks after removing outliers: 157990 +Number of nonpeaks after removing outliers: 142137 +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 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--genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '6.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(138818, 10) +loading nonpeaks... +got split:train for bed regions:(125631, 10) +loading peaks... +got split:valid for bed regions:(19172, 10) +loading nonpeaks... +got split:valid for bed regions:(16506, 10) +Epoch 1/50 + 1/2386 [..............................] - ETA: 5:42:49 - loss: 443.8172 - logits_profile_predictions_loss: 432.4488 - logcount_predictions_loss: 1.7490 2/2386 [..............................] - ETA: 19:16 - loss: 1262.5243 - logits_profile_predictions_loss: 388.5566 - logcount_predictions_loss: 134.4566 3/2386 [..............................] - ETA: 19:16 - loss: 1365.0092 - logits_profile_predictions_loss: 394.5644 - logcount_predictions_loss: 149.2992 4/2386 [..............................] - ETA: 19:09 - loss: 1344.1997 - logits_profile_predictions_loss: 397.3947 - logcount_predictions_loss: 145.6623 5/2386 [..............................] - ETA: 19:06 - loss: 1303.4934 - logits_profile_predictions_loss: 405.3003 - logcount_predictions_loss: 138.1835 6/2386 [..............................] - ETA: 19:01 - loss: 1262.0396 - logits_profile_predictions_loss: 415.2561 - logcount_predictions_loss: 130.2744 7/2386 [..............................] - ETA: 18:59 - loss: 1218.7379 - logits_profile_predictions_loss: 420.5148 - logcount_predictions_loss: 122.8036 8/2386 [..............................] - ETA: 18:57 - loss: 1178.4307 - logits_profile_predictions_loss: 424.3667 - logcount_predictions_loss: 116.0099 9/2386 [..............................] - ETA: 18:55 - loss: 1139.8942 - logits_profile_predictions_loss: 425.5589 - logcount_predictions_loss: 109.8977 10/2386 [..............................] - ETA: 18:53 - loss: 1104.2932 - logits_profile_predictions_loss: 425.6113 - logcount_predictions_loss: 104.4126 11/2386 [..............................] - ETA: 18:50 - loss: 1072.2677 - logits_profile_predictions_loss: 425.5993 - logcount_predictions_loss: 99.4874  12/2386 [..............................] - ETA: 18:49 - loss: 1042.8899 - logits_profile_predictions_loss: 425.0933 - logcount_predictions_loss: 95.0456 13/2386 [..............................] - ETA: 18:48 - loss: 1016.8978 - logits_profile_predictions_loss: 425.2126 - logcount_predictions_loss: 91.0285 14/2386 [..............................] - ETA: 18:47 - loss: 993.2646 - logits_profile_predictions_loss: 425.3205 - logcount_predictions_loss: 87.3760  15/2386 [..............................] - ETA: 18:46 - loss: 971.3950 - logits_profile_predictions_loss: 425.1354 - logcount_predictions_loss: 84.0399 16/2386 [..............................] - ETA: 18:45 - loss: 951.0040 - logits_profile_predictions_loss: 424.6318 - logcount_predictions_loss: 80.9803 17/2386 [..............................] - ETA: 18:43 - loss: 932.4183 - logits_profile_predictions_loss: 424.3374 - logcount_predictions_loss: 78.1663 18/2386 [..............................] - ETA: 18:42 - loss: 915.1358 - logits_profile_predictions_loss: 423.9461 - logcount_predictions_loss: 75.5676 19/2386 [..............................] - ETA: 18:42 - loss: 898.9780 - logits_profile_predictions_loss: 423.4408 - logcount_predictions_loss: 73.1596 20/2386 [..............................] - ETA: 18:40 - loss: 883.9789 - logits_profile_predictions_loss: 422.9820 - logcount_predictions_loss: 70.9226 21/2386 [..............................] - ETA: 18:39 - loss: 869.9873 - logits_profile_predictions_loss: 422.5389 - logcount_predictions_loss: 68.8382 22/2386 [..............................] - ETA: 18:39 - loss: 856.8136 - logits_profile_predictions_loss: 422.0250 - logcount_predictions_loss: 66.8905 23/2386 [..............................] - ETA: 18:38 - loss: 844.2153 - logits_profile_predictions_loss: 421.2934 - logcount_predictions_loss: 65.0649 24/2386 [..............................] - ETA: 18:37 - loss: 832.5018 - logits_profile_predictions_loss: 420.7128 - logcount_predictions_loss: 63.3522 25/2386 [..............................] - ETA: 18:36 - loss: 821.5461 - logits_profile_predictions_loss: 420.2280 - logcount_predictions_loss: 61.7413 26/2386 [..............................] - ETA: 18:35 - loss: 811.1843 - logits_profile_predictions_loss: 419.7363 - logcount_predictions_loss: 60.2228 27/2386 [..............................] - ETA: 18:35 - loss: 801.3112 - logits_profile_predictions_loss: 419.1878 - logcount_predictions_loss: 58.7882 28/2386 [..............................] - ETA: 18:34 - loss: 791.9065 - logits_profile_predictions_loss: 418.6071 - logcount_predictions_loss: 57.4307 29/2386 [..............................] - ETA: 18:34 - loss: 782.9212 - logits_profile_predictions_loss: 417.9868 - logcount_predictions_loss: 56.1438 30/2386 [..............................] - ETA: 18:33 - loss: 774.5068 - logits_profile_predictions_loss: 417.5079 - logcount_predictions_loss: 54.9229 31/2386 [..............................] - ETA: 18:32 - loss: 766.5245 - logits_profile_predictions_loss: 417.0677 - logcount_predictions_loss: 53.7626 32/2386 [..............................] - ETA: 18:32 - loss: 758.9136 - logits_profile_predictions_loss: 416.6371 - logcount_predictions_loss: 52.6579 33/2386 [..............................] - ETA: 18:31 - loss: 751.6285 - logits_profile_predictions_loss: 416.1975 - logcount_predictions_loss: 51.6048 34/2386 [..............................] - ETA: 18:31 - loss: 744.7885 - logits_profile_predictions_loss: 415.8866 - logcount_predictions_loss: 50.6003 35/2386 [..............................] - ETA: 18:30 - loss: 738.1870 - logits_profile_predictions_loss: 415.5275 - logcount_predictions_loss: 49.6399 36/2386 [..............................] - ETA: 18:29 - loss: 731.9792 - logits_profile_predictions_loss: 415.2875 - logcount_predictions_loss: 48.7218 37/2386 [..............................] - ETA: 18:29 - loss: 725.9817 - logits_profile_predictions_loss: 415.0086 - logcount_predictions_loss: 47.8420 38/2386 [..............................] - ETA: 18:28 - loss: 720.3315 - logits_profile_predictions_loss: 414.8365 - logcount_predictions_loss: 46.9992 39/2386 [..............................] - ETA: 18:27 - loss: 714.8658 - logits_profile_predictions_loss: 414.6298 - logcount_predictions_loss: 46.1902 40/2386 [..............................] - ETA: 18:27 - loss: 709.5727 - logits_profile_predictions_loss: 414.3895 - logcount_predictions_loss: 45.4128 41/2386 [..............................] - ETA: 18:26 - loss: 704.4687 - logits_profile_predictions_loss: 414.1446 - logcount_predictions_loss: 44.6653 42/2386 [..............................] - ETA: 18:26 - loss: 699.5319 - logits_profile_predictions_loss: 413.8851 - logcount_predictions_loss: 43.9457 43/2386 [..............................] - ETA: 18:25 - loss: 694.9029 - logits_profile_predictions_loss: 413.7558 - logcount_predictions_loss: 43.2534 44/2386 [..............................] - ETA: 18:24 - loss: 690.4184 - logits_profile_predictions_loss: 413.6085 - logcount_predictions_loss: 42.5862 45/2386 [..............................] - ETA: 18:24 - loss: 686.0769 - logits_profile_predictions_loss: 413.4511 - logcount_predictions_loss: 41.9424 46/2386 [..............................] - ETA: 18:23 - loss: 681.9599 - logits_profile_predictions_loss: 413.3704 - logcount_predictions_loss: 41.3215 47/2386 [..............................] - ETA: 18:23 - loss: 677.9189 - logits_profile_predictions_loss: 413.2303 - logcount_predictions_loss: 40.7213 48/2386 [..............................] - ETA: 18:22 - loss: 673.9779 - logits_profile_predictions_loss: 413.0604 - logcount_predictions_loss: 40.1412 49/2386 [..............................] - ETA: 18:22 - loss: 670.1445 - logits_profile_predictions_loss: 412.8753 - logcount_predictions_loss: 39.5799 50/2386 [..............................] - ETA: 18:21 - loss: 666.4396 - logits_profile_predictions_loss: 412.7007 - logcount_predictions_loss: 39.0368 51/2386 [..............................] - ETA: 18:21 - loss: 662.8412 - logits_profile_predictions_loss: 412.5209 - logcount_predictions_loss: 38.5108 52/2386 [..............................] - ETA: 18:20 - loss: 659.3422 - logits_profile_predictions_loss: 412.3346 - logcount_predictions_loss: 38.0012 53/2386 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352/2386 [===>..........................] - ETA: 16:05 - loss: 462.9595 - logits_profile_predictions_loss: 397.9767 - logcount_predictions_loss: 9.9974  353/2386 [===>..........................] - ETA: 16:04 - loss: 462.8142 - logits_profile_predictions_loss: 397.9553 - logcount_predictions_loss: 9.9783 354/2386 [===>..........................] - ETA: 16:04 - loss: 462.6696 - logits_profile_predictions_loss: 397.9339 - logcount_predictions_loss: 9.9594 355/2386 [===>..........................] - ETA: 16:03 - loss: 462.5251 - logits_profile_predictions_loss: 397.9121 - logcount_predictions_loss: 9.9405 356/2386 [===>..........................] - ETA: 16:03 - loss: 462.3818 - logits_profile_predictions_loss: 397.8908 - logcount_predictions_loss: 9.9217 357/2386 [===>..........................] - ETA: 16:02 - loss: 462.2388 - logits_profile_predictions_loss: 397.8692 - logcount_predictions_loss: 9.9030 358/2386 [===>..........................] - ETA: 16:02 - loss: 462.0965 - 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[..............................] - ETA: 18:42 - loss: 358.7500 - logits_profile_predictions_loss: 354.6340 - logcount_predictions_loss: 0.6332 12/2386 [..............................] - ETA: 18:41 - loss: 358.0666 - logits_profile_predictions_loss: 353.9533 - logcount_predictions_loss: 0.6328 13/2386 [..............................] - ETA: 18:42 - loss: 357.6644 - logits_profile_predictions_loss: 353.5401 - logcount_predictions_loss: 0.6345 14/2386 [..............................] - ETA: 18:42 - loss: 357.2235 - logits_profile_predictions_loss: 353.0942 - logcount_predictions_loss: 0.6353 15/2386 [..............................] - ETA: 18:41 - loss: 356.6631 - logits_profile_predictions_loss: 352.5369 - logcount_predictions_loss: 0.6348 16/2386 [..............................] - ETA: 18:41 - loss: 356.4509 - logits_profile_predictions_loss: 352.3195 - logcount_predictions_loss: 0.6356 17/2386 [..............................] - ETA: 18:40 - loss: 356.2425 - 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[====>.........................] - ETA: 15:51 - loss: 351.6535 - logits_profile_predictions_loss: 347.6415 - logcount_predictions_loss: 0.6173 402/2386 [====>.........................] - ETA: 15:50 - loss: 351.6622 - logits_profile_predictions_loss: 347.6502 - logcount_predictions_loss: 0.6173 403/2386 [====>.........................] - ETA: 15:50 - loss: 351.6708 - logits_profile_predictions_loss: 347.6589 - logcount_predictions_loss: 0.6172 404/2386 [====>.........................] - ETA: 15:49 - loss: 351.6791 - logits_profile_predictions_loss: 347.6672 - logcount_predictions_loss: 0.6172 405/2386 [====>.........................] - ETA: 15:49 - loss: 351.6873 - logits_profile_predictions_loss: 347.6755 - logcount_predictions_loss: 0.6172 406/2386 [====>.........................] - ETA: 15:48 - loss: 351.6955 - logits_profile_predictions_loss: 347.6838 - logcount_predictions_loss: 0.6172 407/2386 [====>.........................] - ETA: 15:48 - loss: 351.7036 - 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[=====>........................] - ETA: 15:14 - loss: 352.1550 - logits_profile_predictions_loss: 348.1524 - logcount_predictions_loss: 0.6158 480/2386 [=====>........................] - ETA: 15:13 - loss: 352.1611 - logits_profile_predictions_loss: 348.1587 - logcount_predictions_loss: 0.6158 481/2386 [=====>........................] - ETA: 15:13 - loss: 352.1672 - logits_profile_predictions_loss: 348.1649 - logcount_predictions_loss: 0.6158 482/2386 [=====>........................] - ETA: 15:12 - loss: 352.1733 - logits_profile_predictions_loss: 348.1711 - logcount_predictions_loss: 0.6157 483/2386 [=====>........................] - ETA: 15:12 - loss: 352.1793 - logits_profile_predictions_loss: 348.1772 - logcount_predictions_loss: 0.6157 484/2386 [=====>........................] - ETA: 15:12 - loss: 352.1853 - logits_profile_predictions_loss: 348.1833 - logcount_predictions_loss: 0.6157 485/2386 [=====>........................] - ETA: 15:11 - loss: 352.1914 - logits_profile_predictions_loss: 348.1895 - logcount_predictions_loss: 0.6157 486/2386 [=====>........................] - ETA: 15:11 - loss: 352.1975 - logits_profile_predictions_loss: 348.1957 - logcount_predictions_loss: 0.6157 487/2386 [=====>........................] - ETA: 15:10 - loss: 352.2034 - logits_profile_predictions_loss: 348.2018 - logcount_predictions_loss: 0.6157 488/2386 [=====>........................] - ETA: 15:10 - loss: 352.2093 - logits_profile_predictions_loss: 348.2078 - logcount_predictions_loss: 0.6156 489/2386 [=====>........................] - ETA: 15:09 - loss: 352.2153 - logits_profile_predictions_loss: 348.2140 - logcount_predictions_loss: 0.6156 490/2386 [=====>........................] - ETA: 15:09 - loss: 352.2217 - logits_profile_predictions_loss: 348.2205 - logcount_predictions_loss: 0.6156 491/2386 [=====>........................] - ETA: 15:08 - loss: 352.2281 - logits_profile_predictions_loss: 348.2269 - logcount_predictions_loss: 0.6156 492/2386 [=====>........................] - ETA: 15:08 - loss: 352.2344 - logits_profile_predictions_loss: 348.2334 - logcount_predictions_loss: 0.6156 493/2386 [=====>........................] - ETA: 15:07 - loss: 352.2407 - logits_profile_predictions_loss: 348.2398 - logcount_predictions_loss: 0.6155 494/2386 [=====>........................] - ETA: 15:07 - loss: 352.2468 - logits_profile_predictions_loss: 348.2460 - logcount_predictions_loss: 0.6155 495/2386 [=====>........................] - ETA: 15:06 - loss: 352.2530 - logits_profile_predictions_loss: 348.2524 - logcount_predictions_loss: 0.6155 496/2386 [=====>........................] - ETA: 15:06 - loss: 352.2587 - logits_profile_predictions_loss: 348.2582 - logcount_predictions_loss: 0.6155 497/2386 [=====>........................] - ETA: 15:05 - loss: 352.2644 - logits_profile_predictions_loss: 348.2640 - logcount_predictions_loss: 0.6155 498/2386 [=====>........................] - ETA: 15:05 - loss: 352.2700 - logits_profile_predictions_loss: 348.2698 - logcount_predictions_loss: 0.6154 499/2386 [=====>........................] - ETA: 15:04 - loss: 352.2754 - logits_profile_predictions_loss: 348.2754 - logcount_predictions_loss: 0.6154 500/2386 [=====>........................] - ETA: 15:04 - loss: 352.2807 - logits_profile_predictions_loss: 348.2808 - logcount_predictions_loss: 0.6154 501/2386 [=====>........................] - ETA: 15:03 - loss: 352.2862 - logits_profile_predictions_loss: 348.2864 - logcount_predictions_loss: 0.6154 502/2386 [=====>........................] - ETA: 15:03 - loss: 352.2917 - logits_profile_predictions_loss: 348.2920 - logcount_predictions_loss: 0.6154 503/2386 [=====>........................] - ETA: 15:03 - loss: 352.2974 - logits_profile_predictions_loss: 348.2979 - logcount_predictions_loss: 0.6153 504/2386 [=====>........................] - ETA: 15:02 - loss: 352.3030 - logits_profile_predictions_loss: 348.3036 - logcount_predictions_loss: 0.6153 505/2386 [=====>........................] - ETA: 15:02 - loss: 352.3084 - logits_profile_predictions_loss: 348.3092 - logcount_predictions_loss: 0.6153 506/2386 [=====>........................] - ETA: 15:01 - loss: 352.3139 - logits_profile_predictions_loss: 348.3149 - logcount_predictions_loss: 0.6153 507/2386 [=====>........................] - ETA: 15:01 - loss: 352.3196 - logits_profile_predictions_loss: 348.3206 - logcount_predictions_loss: 0.6152 508/2386 [=====>........................] - ETA: 15:00 - loss: 352.3250 - logits_profile_predictions_loss: 348.3262 - logcount_predictions_loss: 0.6152 509/2386 [=====>........................] - ETA: 15:00 - loss: 352.3303 - logits_profile_predictions_loss: 348.3316 - logcount_predictions_loss: 0.6152 510/2386 [=====>........................] - ETA: 14:59 - loss: 352.3354 - logits_profile_predictions_loss: 348.3369 - logcount_predictions_loss: 0.6152 511/2386 [=====>........................] - ETA: 14:59 - loss: 352.3407 - logits_profile_predictions_loss: 348.3424 - logcount_predictions_loss: 0.6152 512/2386 [=====>........................] - ETA: 14:58 - loss: 352.3460 - logits_profile_predictions_loss: 348.3478 - logcount_predictions_loss: 0.6151 513/2386 [=====>........................] - ETA: 14:58 - loss: 352.3513 - logits_profile_predictions_loss: 348.3533 - logcount_predictions_loss: 0.6151 514/2386 [=====>........................] - ETA: 14:57 - loss: 352.3567 - logits_profile_predictions_loss: 348.3588 - logcount_predictions_loss: 0.6151 515/2386 [=====>........................] - ETA: 14:57 - loss: 352.3621 - logits_profile_predictions_loss: 348.3644 - logcount_predictions_loss: 0.6151 516/2386 [=====>........................] - ETA: 14:56 - loss: 352.3675 - logits_profile_predictions_loss: 348.3699 - logcount_predictions_loss: 0.6150 517/2386 [=====>........................] - ETA: 14:56 - loss: 352.3727 - logits_profile_predictions_loss: 348.3753 - logcount_predictions_loss: 0.6150 518/2386 [=====>........................] - ETA: 14:55 - loss: 352.3779 - logits_profile_predictions_loss: 348.3806 - logcount_predictions_loss: 0.6150 519/2386 [=====>........................] - ETA: 14:55 - loss: 352.3831 - logits_profile_predictions_loss: 348.3861 - logcount_predictions_loss: 0.6150 520/2386 [=====>........................] - ETA: 14:54 - loss: 352.3885 - logits_profile_predictions_loss: 348.3915 - logcount_predictions_loss: 0.6149 521/2386 [=====>........................] - ETA: 14:54 - loss: 352.3937 - logits_profile_predictions_loss: 348.3970 - logcount_predictions_loss: 0.6149 522/2386 [=====>........................] - ETA: 14:53 - loss: 352.3991 - logits_profile_predictions_loss: 348.4025 - logcount_predictions_loss: 0.6149 523/2386 [=====>........................] - ETA: 14:53 - loss: 352.4044 - logits_profile_predictions_loss: 348.4080 - logcount_predictions_loss: 0.6149 524/2386 [=====>........................] - ETA: 14:53 - loss: 352.4098 - 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[=====>........................] - ETA: 14:49 - loss: 352.4455 - logits_profile_predictions_loss: 348.4504 - logcount_predictions_loss: 0.6146 532/2386 [=====>........................] - ETA: 14:49 - loss: 352.4510 - logits_profile_predictions_loss: 348.4561 - logcount_predictions_loss: 0.6146 533/2386 [=====>........................] - ETA: 14:48 - loss: 352.4567 - logits_profile_predictions_loss: 348.4620 - logcount_predictions_loss: 0.6146 534/2386 [=====>........................] - ETA: 14:48 - loss: 352.4623 - logits_profile_predictions_loss: 348.4678 - logcount_predictions_loss: 0.6146 535/2386 [=====>........................] - ETA: 14:47 - loss: 352.4678 - logits_profile_predictions_loss: 348.4734 - logcount_predictions_loss: 0.6145 536/2386 [=====>........................] - ETA: 14:47 - loss: 352.4732 - logits_profile_predictions_loss: 348.4790 - logcount_predictions_loss: 0.6145 537/2386 [=====>........................] - ETA: 14:46 - loss: 352.4787 - 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[=====>........................] - ETA: 14:43 - loss: 352.5161 - logits_profile_predictions_loss: 348.5233 - logcount_predictions_loss: 0.6143 545/2386 [=====>........................] - ETA: 14:43 - loss: 352.5213 - logits_profile_predictions_loss: 348.5287 - logcount_predictions_loss: 0.6143 546/2386 [=====>........................] - ETA: 14:42 - loss: 352.5262 - logits_profile_predictions_loss: 348.5337 - logcount_predictions_loss: 0.6143 547/2386 [=====>........................] - ETA: 14:42 - loss: 352.5311 - logits_profile_predictions_loss: 348.5388 - logcount_predictions_loss: 0.6142 548/2386 [=====>........................] - ETA: 14:41 - loss: 352.5361 - logits_profile_predictions_loss: 348.5440 - logcount_predictions_loss: 0.6142 549/2386 [=====>........................] - ETA: 14:41 - loss: 352.5409 - logits_profile_predictions_loss: 348.5489 - logcount_predictions_loss: 0.6142 550/2386 [=====>........................] - ETA: 14:40 - loss: 352.5456 - 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[======>.......................] - ETA: 14:37 - loss: 352.5774 - logits_profile_predictions_loss: 348.5870 - logcount_predictions_loss: 0.6139 558/2386 [======>.......................] - ETA: 14:36 - loss: 352.5819 - logits_profile_predictions_loss: 348.5918 - logcount_predictions_loss: 0.6139 559/2386 [======>.......................] - ETA: 14:36 - loss: 352.5865 - logits_profile_predictions_loss: 348.5966 - logcount_predictions_loss: 0.6139 560/2386 [======>.......................] - ETA: 14:35 - loss: 352.5911 - logits_profile_predictions_loss: 348.6013 - logcount_predictions_loss: 0.6138 561/2386 [======>.......................] - ETA: 14:35 - loss: 352.5956 - logits_profile_predictions_loss: 348.6061 - logcount_predictions_loss: 0.6138 562/2386 [======>.......................] - ETA: 14:34 - loss: 352.6000 - logits_profile_predictions_loss: 348.6107 - logcount_predictions_loss: 0.6138 563/2386 [======>.......................] - ETA: 14:34 - loss: 352.6046 - 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0.5287 5/2386 [..............................] - ETA: 18:43 - loss: 336.0320 - logits_profile_predictions_loss: 332.6412 - logcount_predictions_loss: 0.5217 6/2386 [..............................] - ETA: 18:43 - loss: 339.1908 - logits_profile_predictions_loss: 335.8501 - logcount_predictions_loss: 0.5140 7/2386 [..............................] - ETA: 18:41 - loss: 339.9485 - logits_profile_predictions_loss: 336.6608 - logcount_predictions_loss: 0.5058 8/2386 [..............................] - ETA: 18:42 - loss: 340.2595 - logits_profile_predictions_loss: 337.0067 - logcount_predictions_loss: 0.5004 9/2386 [..............................] - ETA: 18:41 - loss: 339.7302 - logits_profile_predictions_loss: 336.5171 - logcount_predictions_loss: 0.4943 10/2386 [..............................] - ETA: 18:41 - loss: 339.3958 - logits_profile_predictions_loss: 336.2209 - logcount_predictions_loss: 0.4884 11/2386 [..............................] - ETA: 18:41 - loss: 339.6107 - 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[..............................] - ETA: 18:39 - loss: 338.3368 - logits_profile_predictions_loss: 335.2898 - logcount_predictions_loss: 0.4688 19/2386 [..............................] - ETA: 18:39 - loss: 338.0520 - logits_profile_predictions_loss: 335.0125 - logcount_predictions_loss: 0.4676 20/2386 [..............................] - ETA: 18:39 - loss: 337.8169 - logits_profile_predictions_loss: 334.7839 - logcount_predictions_loss: 0.4666 21/2386 [..............................] - ETA: 18:39 - loss: 337.4920 - logits_profile_predictions_loss: 334.4668 - logcount_predictions_loss: 0.4654 22/2386 [..............................] - ETA: 18:38 - loss: 337.3465 - logits_profile_predictions_loss: 334.3253 - logcount_predictions_loss: 0.4648 23/2386 [..............................] - ETA: 18:38 - loss: 337.1233 - logits_profile_predictions_loss: 334.1079 - logcount_predictions_loss: 0.4639 24/2386 [..............................] - ETA: 18:37 - loss: 336.9663 - logits_profile_predictions_loss: 333.9570 - logcount_predictions_loss: 0.4630 25/2386 [..............................] - ETA: 18:37 - loss: 336.9691 - logits_profile_predictions_loss: 333.9653 - logcount_predictions_loss: 0.4621 26/2386 [..............................] - ETA: 18:37 - loss: 337.0150 - logits_profile_predictions_loss: 334.0138 - logcount_predictions_loss: 0.4617 27/2386 [..............................] - ETA: 18:36 - loss: 337.1678 - logits_profile_predictions_loss: 334.1703 - logcount_predictions_loss: 0.4612 28/2386 [..............................] - ETA: 18:36 - loss: 337.3602 - logits_profile_predictions_loss: 334.3667 - logcount_predictions_loss: 0.4605 29/2386 [..............................] - ETA: 18:36 - loss: 337.4925 - logits_profile_predictions_loss: 334.5013 - logcount_predictions_loss: 0.4602 30/2386 [..............................] - ETA: 18:35 - loss: 337.6293 - logits_profile_predictions_loss: 334.6402 - logcount_predictions_loss: 0.4599 31/2386 [..............................] - ETA: 18:35 - loss: 337.7490 - logits_profile_predictions_loss: 334.7628 - logcount_predictions_loss: 0.4594 32/2386 [..............................] - ETA: 18:35 - loss: 337.8181 - logits_profile_predictions_loss: 334.8333 - logcount_predictions_loss: 0.4592 33/2386 [..............................] - ETA: 18:34 - loss: 337.8991 - logits_profile_predictions_loss: 334.9163 - logcount_predictions_loss: 0.4589 34/2386 [..............................] - ETA: 18:34 - loss: 337.9650 - logits_profile_predictions_loss: 334.9837 - logcount_predictions_loss: 0.4587 35/2386 [..............................] - ETA: 18:34 - loss: 338.0310 - logits_profile_predictions_loss: 335.0509 - logcount_predictions_loss: 0.4585 36/2386 [..............................] - ETA: 18:34 - loss: 338.1326 - logits_profile_predictions_loss: 335.1525 - logcount_predictions_loss: 0.4585 37/2386 [..............................] - ETA: 18:33 - loss: 338.2328 - logits_profile_predictions_loss: 335.2523 - logcount_predictions_loss: 0.4585 38/2386 [..............................] - ETA: 18:33 - loss: 338.3378 - logits_profile_predictions_loss: 335.3554 - logcount_predictions_loss: 0.4588 39/2386 [..............................] - ETA: 18:33 - loss: 338.4280 - logits_profile_predictions_loss: 335.4446 - logcount_predictions_loss: 0.4590 40/2386 [..............................] - ETA: 18:32 - loss: 338.4931 - logits_profile_predictions_loss: 335.5090 - logcount_predictions_loss: 0.4591 41/2386 [..............................] - ETA: 18:32 - loss: 338.6004 - logits_profile_predictions_loss: 335.6158 - logcount_predictions_loss: 0.4592 42/2386 [..............................] - ETA: 18:32 - loss: 338.6470 - logits_profile_predictions_loss: 335.6624 - logcount_predictions_loss: 0.4592 43/2386 [..............................] - ETA: 18:31 - loss: 338.7015 - logits_profile_predictions_loss: 335.7168 - logcount_predictions_loss: 0.4592 44/2386 [..............................] - ETA: 18:31 - loss: 338.7633 - logits_profile_predictions_loss: 335.7787 - logcount_predictions_loss: 0.4592 45/2386 [..............................] - ETA: 18:30 - loss: 338.7853 - logits_profile_predictions_loss: 335.8012 - logcount_predictions_loss: 0.4591 46/2386 [..............................] - ETA: 18:30 - loss: 338.7699 - logits_profile_predictions_loss: 335.7865 - logcount_predictions_loss: 0.4590 47/2386 [..............................] - ETA: 18:30 - loss: 338.7835 - logits_profile_predictions_loss: 335.8002 - logcount_predictions_loss: 0.4590 48/2386 [..............................] - ETA: 18:29 - loss: 338.8200 - logits_profile_predictions_loss: 335.8373 - logcount_predictions_loss: 0.4589 49/2386 [..............................] - ETA: 18:29 - loss: 338.8825 - logits_profile_predictions_loss: 335.9008 - logcount_predictions_loss: 0.4587 50/2386 [..............................] - ETA: 18:28 - loss: 339.0011 - logits_profile_predictions_loss: 336.0195 - logcount_predictions_loss: 0.4587 51/2386 [..............................] - ETA: 18:28 - loss: 339.1361 - logits_profile_predictions_loss: 336.1539 - logcount_predictions_loss: 0.4588 52/2386 [..............................] - ETA: 18:28 - loss: 339.2779 - logits_profile_predictions_loss: 336.2951 - logcount_predictions_loss: 0.4589 53/2386 [..............................] - ETA: 18:27 - loss: 339.4244 - logits_profile_predictions_loss: 336.4402 - logcount_predictions_loss: 0.4591 54/2386 [..............................] - ETA: 18:27 - loss: 339.5935 - logits_profile_predictions_loss: 336.6077 - logcount_predictions_loss: 0.4594 55/2386 [..............................] - ETA: 18:26 - loss: 339.7668 - logits_profile_predictions_loss: 336.7788 - logcount_predictions_loss: 0.4597 56/2386 [..............................] - ETA: 18:26 - loss: 339.9400 - logits_profile_predictions_loss: 336.9496 - logcount_predictions_loss: 0.4601 57/2386 [..............................] - ETA: 18:26 - loss: 340.1364 - logits_profile_predictions_loss: 337.1434 - logcount_predictions_loss: 0.4605 58/2386 [..............................] - ETA: 18:25 - loss: 340.3390 - logits_profile_predictions_loss: 337.3435 - logcount_predictions_loss: 0.4608 59/2386 [..............................] - ETA: 18:25 - loss: 340.5185 - logits_profile_predictions_loss: 337.5207 - logcount_predictions_loss: 0.4612 60/2386 [..............................] - ETA: 18:25 - loss: 340.6868 - logits_profile_predictions_loss: 337.6866 - logcount_predictions_loss: 0.4616 61/2386 [..............................] - ETA: 18:24 - loss: 340.8327 - logits_profile_predictions_loss: 337.8308 - logcount_predictions_loss: 0.4618 62/2386 [..............................] - ETA: 18:24 - loss: 340.9651 - logits_profile_predictions_loss: 337.9611 - logcount_predictions_loss: 0.4622 63/2386 [..............................] - ETA: 18:23 - loss: 341.0909 - logits_profile_predictions_loss: 338.0847 - logcount_predictions_loss: 0.4625 64/2386 [..............................] - ETA: 18:23 - loss: 341.1969 - logits_profile_predictions_loss: 338.1886 - logcount_predictions_loss: 0.4628 65/2386 [..............................] - ETA: 18:22 - loss: 341.3027 - logits_profile_predictions_loss: 338.2927 - logcount_predictions_loss: 0.4631 66/2386 [..............................] - ETA: 18:22 - loss: 341.4191 - logits_profile_predictions_loss: 338.4077 - logcount_predictions_loss: 0.4633 67/2386 [..............................] - ETA: 18:21 - loss: 341.5191 - logits_profile_predictions_loss: 338.5063 - logcount_predictions_loss: 0.4635 68/2386 [..............................] - ETA: 18:21 - loss: 341.6173 - logits_profile_predictions_loss: 338.6036 - logcount_predictions_loss: 0.4636 69/2386 [..............................] - ETA: 18:21 - loss: 341.7052 - logits_profile_predictions_loss: 338.6906 - logcount_predictions_loss: 0.4638 70/2386 [..............................] - ETA: 18:20 - loss: 341.7859 - logits_profile_predictions_loss: 338.7708 - logcount_predictions_loss: 0.4639 71/2386 [..............................] - ETA: 18:20 - loss: 341.8625 - logits_profile_predictions_loss: 338.8467 - logcount_predictions_loss: 0.4640 72/2386 [..............................] - ETA: 18:19 - loss: 341.9395 - logits_profile_predictions_loss: 338.9232 - logcount_predictions_loss: 0.4640 73/2386 [..............................] - ETA: 18:19 - loss: 342.0139 - logits_profile_predictions_loss: 338.9973 - logcount_predictions_loss: 0.4641 74/2386 [..............................] - ETA: 18:19 - loss: 342.1006 - logits_profile_predictions_loss: 339.0831 - logcount_predictions_loss: 0.4642 75/2386 [..............................] - ETA: 18:18 - loss: 342.1767 - logits_profile_predictions_loss: 339.1585 - logcount_predictions_loss: 0.4643 76/2386 [..............................] - ETA: 18:18 - loss: 342.2493 - logits_profile_predictions_loss: 339.2303 - logcount_predictions_loss: 0.4645 77/2386 [..............................] - ETA: 18:17 - loss: 342.3158 - logits_profile_predictions_loss: 339.2962 - logcount_predictions_loss: 0.4645 78/2386 [..............................] - ETA: 18:17 - loss: 342.3694 - logits_profile_predictions_loss: 339.3492 - logcount_predictions_loss: 0.4646 79/2386 [..............................] - ETA: 18:16 - loss: 342.4208 - logits_profile_predictions_loss: 339.4000 - logcount_predictions_loss: 0.4647 80/2386 [>.............................] - ETA: 18:16 - loss: 342.4762 - logits_profile_predictions_loss: 339.4548 - logcount_predictions_loss: 0.4648 81/2386 [>.............................] - ETA: 18:15 - loss: 342.5273 - logits_profile_predictions_loss: 339.5053 - logcount_predictions_loss: 0.4649 82/2386 [>.............................] - ETA: 18:15 - loss: 342.5691 - logits_profile_predictions_loss: 339.5467 - logcount_predictions_loss: 0.4650 83/2386 [>.............................] - ETA: 18:14 - loss: 342.6108 - logits_profile_predictions_loss: 339.5880 - logcount_predictions_loss: 0.4650 84/2386 [>.............................] - ETA: 18:14 - loss: 342.6653 - logits_profile_predictions_loss: 339.6420 - logcount_predictions_loss: 0.4651 85/2386 [>.............................] - ETA: 18:14 - loss: 342.7091 - logits_profile_predictions_loss: 339.6853 - logcount_predictions_loss: 0.4652 86/2386 [>.............................] - ETA: 18:13 - loss: 342.7450 - logits_profile_predictions_loss: 339.7205 - logcount_predictions_loss: 0.4653 87/2386 [>.............................] - ETA: 18:13 - loss: 342.7711 - logits_profile_predictions_loss: 339.7459 - logcount_predictions_loss: 0.4654 88/2386 [>.............................] - ETA: 18:12 - loss: 342.8002 - logits_profile_predictions_loss: 339.7740 - logcount_predictions_loss: 0.4656 89/2386 [>.............................] - ETA: 18:12 - loss: 342.8238 - logits_profile_predictions_loss: 339.7967 - logcount_predictions_loss: 0.4657 90/2386 [>.............................] - ETA: 18:11 - loss: 342.8447 - logits_profile_predictions_loss: 339.8167 - logcount_predictions_loss: 0.4658 91/2386 [>.............................] - ETA: 18:11 - loss: 342.8584 - logits_profile_predictions_loss: 339.8295 - logcount_predictions_loss: 0.4660 92/2386 [>.............................] - ETA: 18:10 - loss: 342.8655 - logits_profile_predictions_loss: 339.8356 - logcount_predictions_loss: 0.4661 93/2386 [>.............................] - ETA: 18:10 - loss: 342.8664 - logits_profile_predictions_loss: 339.8356 - logcount_predictions_loss: 0.4663 94/2386 [>.............................] - ETA: 18:10 - loss: 342.8619 - logits_profile_predictions_loss: 339.8303 - logcount_predictions_loss: 0.4664 95/2386 [>.............................] - ETA: 18:09 - loss: 342.8577 - logits_profile_predictions_loss: 339.8254 - logcount_predictions_loss: 0.4665 96/2386 [>.............................] - ETA: 18:09 - loss: 342.8538 - logits_profile_predictions_loss: 339.8208 - logcount_predictions_loss: 0.4666 97/2386 [>.............................] - ETA: 18:08 - loss: 342.8494 - logits_profile_predictions_loss: 339.8159 - logcount_predictions_loss: 0.4667 98/2386 [>.............................] - ETA: 18:08 - loss: 342.8500 - logits_profile_predictions_loss: 339.8158 - logcount_predictions_loss: 0.4668 99/2386 [>.............................] - ETA: 18:07 - loss: 342.8442 - logits_profile_predictions_loss: 339.8095 - logcount_predictions_loss: 0.4669 100/2386 [>.............................] - ETA: 18:07 - loss: 342.8488 - logits_profile_predictions_loss: 339.8135 - logcount_predictions_loss: 0.4670 101/2386 [>.............................] - ETA: 18:07 - loss: 342.8520 - logits_profile_predictions_loss: 339.8160 - logcount_predictions_loss: 0.4671 102/2386 [>.............................] - ETA: 18:06 - loss: 342.8535 - logits_profile_predictions_loss: 339.8169 - logcount_predictions_loss: 0.4672 103/2386 [>.............................] - ETA: 18:06 - loss: 342.8517 - logits_profile_predictions_loss: 339.8145 - logcount_predictions_loss: 0.4673 104/2386 [>.............................] - ETA: 18:05 - loss: 342.8465 - logits_profile_predictions_loss: 339.8088 - logcount_predictions_loss: 0.4673 105/2386 [>.............................] - ETA: 18:05 - loss: 342.8526 - logits_profile_predictions_loss: 339.8145 - logcount_predictions_loss: 0.4674 106/2386 [>.............................] - ETA: 18:04 - loss: 342.8567 - logits_profile_predictions_loss: 339.8181 - logcount_predictions_loss: 0.4675 107/2386 [>.............................] - ETA: 18:04 - loss: 342.8590 - logits_profile_predictions_loss: 339.8202 - logcount_predictions_loss: 0.4675 108/2386 [>.............................] - ETA: 18:03 - loss: 342.8651 - logits_profile_predictions_loss: 339.8258 - logcount_predictions_loss: 0.4676 109/2386 [>.............................] - ETA: 18:03 - loss: 342.8687 - logits_profile_predictions_loss: 339.8289 - logcount_predictions_loss: 0.4677 110/2386 [>.............................] - ETA: 18:02 - loss: 342.8676 - logits_profile_predictions_loss: 339.8274 - logcount_predictions_loss: 0.4677 111/2386 [>.............................] - ETA: 18:02 - loss: 342.8633 - logits_profile_predictions_loss: 339.8228 - logcount_predictions_loss: 0.4678 112/2386 [>.............................] - ETA: 18:02 - loss: 342.8560 - logits_profile_predictions_loss: 339.8152 - logcount_predictions_loss: 0.4678 113/2386 [>.............................] - ETA: 18:01 - loss: 342.8513 - logits_profile_predictions_loss: 339.8103 - logcount_predictions_loss: 0.4678 114/2386 [>.............................] - ETA: 18:01 - loss: 342.8443 - logits_profile_predictions_loss: 339.8033 - logcount_predictions_loss: 0.4678 115/2386 [>.............................] - ETA: 18:00 - loss: 342.8323 - logits_profile_predictions_loss: 339.7911 - logcount_predictions_loss: 0.4679 116/2386 [>.............................] - ETA: 18:00 - loss: 342.8208 - logits_profile_predictions_loss: 339.7796 - logcount_predictions_loss: 0.4679 117/2386 [>.............................] - ETA: 17:59 - loss: 342.8145 - logits_profile_predictions_loss: 339.7731 - logcount_predictions_loss: 0.4679 118/2386 [>.............................] - ETA: 17:59 - loss: 342.8082 - logits_profile_predictions_loss: 339.7666 - logcount_predictions_loss: 0.4679 119/2386 [>.............................] - ETA: 17:59 - loss: 342.7992 - logits_profile_predictions_loss: 339.7575 - logcount_predictions_loss: 0.4680 120/2386 [>.............................] - ETA: 17:58 - loss: 342.7916 - logits_profile_predictions_loss: 339.7497 - logcount_predictions_loss: 0.4680 121/2386 [>.............................] - ETA: 17:58 - loss: 342.7883 - logits_profile_predictions_loss: 339.7462 - logcount_predictions_loss: 0.4680 122/2386 [>.............................] - ETA: 17:57 - loss: 342.7814 - logits_profile_predictions_loss: 339.7394 - logcount_predictions_loss: 0.4680 123/2386 [>.............................] - ETA: 17:57 - loss: 342.7734 - logits_profile_predictions_loss: 339.7313 - logcount_predictions_loss: 0.4680 124/2386 [>.............................] - ETA: 17:56 - loss: 342.7622 - logits_profile_predictions_loss: 339.7201 - logcount_predictions_loss: 0.4680 125/2386 [>.............................] - ETA: 17:56 - loss: 342.7521 - logits_profile_predictions_loss: 339.7098 - logcount_predictions_loss: 0.4680 126/2386 [>.............................] - ETA: 17:55 - loss: 342.7410 - logits_profile_predictions_loss: 339.6987 - logcount_predictions_loss: 0.4680 127/2386 [>.............................] - ETA: 17:55 - loss: 342.7314 - logits_profile_predictions_loss: 339.6889 - logcount_predictions_loss: 0.4681 128/2386 [>.............................] - ETA: 17:55 - loss: 342.7207 - 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logits_profile_predictions_loss: 339.6387 - logcount_predictions_loss: 0.4696 376/2386 [===>..........................] - ETA: 16:00 - loss: 342.6948 - logits_profile_predictions_loss: 339.6422 - logcount_predictions_loss: 0.4696 377/2386 [===>..........................] - ETA: 15:59 - loss: 342.6982 - logits_profile_predictions_loss: 339.6455 - logcount_predictions_loss: 0.4697 378/2386 [===>..........................] - ETA: 15:59 - loss: 342.7015 - logits_profile_predictions_loss: 339.6486 - logcount_predictions_loss: 0.4697 379/2386 [===>..........................] - ETA: 15:58 - loss: 342.7043 - logits_profile_predictions_loss: 339.6513 - logcount_predictions_loss: 0.4697 380/2386 [===>..........................] - ETA: 15:58 - loss: 342.7072 - logits_profile_predictions_loss: 339.6540 - logcount_predictions_loss: 0.4697 381/2386 [===>..........................] - ETA: 15:57 - loss: 342.7100 - logits_profile_predictions_loss: 339.6566 - logcount_predictions_loss: 0.4698 382/2386 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loss: 342.8063 - logits_profile_predictions_loss: 339.7915 - logcount_predictions_loss: 0.4638 2385/2386 [============================>.] - ETA: 0s - loss: 342.8059 - logits_profile_predictions_loss: 339.7911 - logcount_predictions_loss: 0.4638 2386/2386 [==============================] - ETA: 0s - loss: 342.8056 - logits_profile_predictions_loss: 339.7908 - logcount_predictions_loss: 0.4638 2386/2386 [==============================] - 1198s 502ms/step - loss: 342.8052 - logits_profile_predictions_loss: 339.7904 - logcount_predictions_loss: 0.4638 - val_loss: 404.8652 - val_logits_profile_predictions_loss: 402.2358 - val_logcount_predictions_loss: 0.4045 + +Epoch 00004: val_loss did not improve from 404.48831 +Epoch 5/50 + 1/2386 [..............................] - ETA: 20:31 - loss: 352.6133 - logits_profile_predictions_loss: 349.9805 - logcount_predictions_loss: 0.4050 2/2386 [..............................] - ETA: 18:32 - loss: 344.5349 - logits_profile_predictions_loss: 342.0092 - logcount_predictions_loss: 0.3886 3/2386 [..............................] - ETA: 18:40 - loss: 341.5408 - logits_profile_predictions_loss: 338.9434 - logcount_predictions_loss: 0.3996 4/2386 [..............................] - ETA: 18:40 - loss: 344.8309 - logits_profile_predictions_loss: 342.1532 - logcount_predictions_loss: 0.4120 5/2386 [..............................] - ETA: 18:39 - loss: 342.5512 - logits_profile_predictions_loss: 339.8618 - logcount_predictions_loss: 0.4137 6/2386 [..............................] - ETA: 18:42 - loss: 340.8861 - logits_profile_predictions_loss: 338.2050 - logcount_predictions_loss: 0.4125 7/2386 [..............................] - ETA: 18:41 - loss: 339.4688 - logits_profile_predictions_loss: 336.7862 - logcount_predictions_loss: 0.4127 8/2386 [..............................] - ETA: 18:42 - loss: 338.2322 - logits_profile_predictions_loss: 335.5529 - logcount_predictions_loss: 0.4122 9/2386 [..............................] - ETA: 18:41 - loss: 337.2555 - logits_profile_predictions_loss: 334.5729 - logcount_predictions_loss: 0.4127 10/2386 [..............................] - ETA: 18:41 - loss: 335.6764 - logits_profile_predictions_loss: 332.9927 - logcount_predictions_loss: 0.4129 11/2386 [..............................] - ETA: 18:41 - loss: 334.1048 - logits_profile_predictions_loss: 331.4235 - logcount_predictions_loss: 0.4125 12/2386 [..............................] - ETA: 18:40 - loss: 332.7829 - logits_profile_predictions_loss: 330.1059 - logcount_predictions_loss: 0.4119 13/2386 [..............................] - ETA: 18:40 - loss: 331.6604 - logits_profile_predictions_loss: 328.9896 - logcount_predictions_loss: 0.4109 14/2386 [..............................] - ETA: 18:39 - loss: 331.3591 - logits_profile_predictions_loss: 328.6750 - logcount_predictions_loss: 0.4129 15/2386 [..............................] - ETA: 18:39 - loss: 331.2551 - logits_profile_predictions_loss: 328.5610 - logcount_predictions_loss: 0.4145 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logits_profile_predictions_loss: 328.5350 - logcount_predictions_loss: 0.4328 23/2386 [..............................] - ETA: 18:38 - loss: 331.4954 - logits_profile_predictions_loss: 328.6638 - logcount_predictions_loss: 0.4356 24/2386 [..............................] - ETA: 18:38 - loss: 331.6825 - logits_profile_predictions_loss: 328.8303 - logcount_predictions_loss: 0.4388 25/2386 [..............................] - ETA: 18:37 - loss: 331.7633 - logits_profile_predictions_loss: 328.8928 - logcount_predictions_loss: 0.4416 26/2386 [..............................] - ETA: 18:37 - loss: 331.9088 - logits_profile_predictions_loss: 329.0188 - logcount_predictions_loss: 0.4446 27/2386 [..............................] - ETA: 18:36 - loss: 331.9684 - logits_profile_predictions_loss: 329.0612 - logcount_predictions_loss: 0.4473 28/2386 [..............................] - ETA: 18:36 - loss: 331.9448 - logits_profile_predictions_loss: 329.0241 - logcount_predictions_loss: 0.4493 29/2386 [..............................] - ETA: 18:36 - loss: 331.9012 - logits_profile_predictions_loss: 328.9683 - logcount_predictions_loss: 0.4512 30/2386 [..............................] - ETA: 18:35 - loss: 331.8848 - logits_profile_predictions_loss: 328.9420 - logcount_predictions_loss: 0.4527 31/2386 [..............................] - ETA: 18:35 - loss: 331.8933 - logits_profile_predictions_loss: 328.9407 - logcount_predictions_loss: 0.4543 32/2386 [..............................] - ETA: 18:35 - loss: 331.9148 - logits_profile_predictions_loss: 328.9511 - logcount_predictions_loss: 0.4560 33/2386 [..............................] - ETA: 18:34 - loss: 331.9663 - logits_profile_predictions_loss: 328.9919 - logcount_predictions_loss: 0.4576 34/2386 [..............................] - ETA: 18:34 - loss: 331.9989 - logits_profile_predictions_loss: 329.0143 - logcount_predictions_loss: 0.4592 35/2386 [..............................] - ETA: 18:33 - loss: 332.0410 - 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[..............................] - ETA: 18:31 - loss: 332.4910 - logits_profile_predictions_loss: 329.4500 - logcount_predictions_loss: 0.4679 43/2386 [..............................] - ETA: 18:30 - loss: 332.5610 - logits_profile_predictions_loss: 329.5161 - logcount_predictions_loss: 0.4685 44/2386 [..............................] - ETA: 18:30 - loss: 332.6455 - logits_profile_predictions_loss: 329.5973 - logcount_predictions_loss: 0.4690 45/2386 [..............................] - ETA: 18:30 - loss: 332.6911 - logits_profile_predictions_loss: 329.6402 - logcount_predictions_loss: 0.4694 46/2386 [..............................] - ETA: 18:29 - loss: 332.7378 - logits_profile_predictions_loss: 329.6846 - logcount_predictions_loss: 0.4697 47/2386 [..............................] - ETA: 18:29 - loss: 332.8015 - logits_profile_predictions_loss: 329.7463 - logcount_predictions_loss: 0.4700 48/2386 [..............................] - ETA: 18:28 - loss: 332.9035 - logits_profile_predictions_loss: 329.8467 - logcount_predictions_loss: 0.4703 49/2386 [..............................] - ETA: 18:28 - loss: 333.0134 - logits_profile_predictions_loss: 329.9555 - logcount_predictions_loss: 0.4705 50/2386 [..............................] - ETA: 18:27 - loss: 333.1655 - logits_profile_predictions_loss: 330.1064 - logcount_predictions_loss: 0.4706 51/2386 [..............................] - ETA: 18:27 - loss: 333.3401 - logits_profile_predictions_loss: 330.2800 - logcount_predictions_loss: 0.4708 52/2386 [..............................] - ETA: 18:26 - loss: 333.5150 - logits_profile_predictions_loss: 330.4541 - logcount_predictions_loss: 0.4709 53/2386 [..............................] - ETA: 18:26 - loss: 333.6767 - logits_profile_predictions_loss: 330.6156 - logcount_predictions_loss: 0.4709 54/2386 [..............................] - ETA: 18:25 - loss: 333.8299 - logits_profile_predictions_loss: 330.7688 - logcount_predictions_loss: 0.4709 55/2386 [..............................] - ETA: 18:25 - loss: 333.9751 - logits_profile_predictions_loss: 330.9138 - logcount_predictions_loss: 0.4710 56/2386 [..............................] - ETA: 18:25 - loss: 334.0939 - logits_profile_predictions_loss: 331.0328 - logcount_predictions_loss: 0.4709 57/2386 [..............................] - ETA: 18:24 - loss: 334.2059 - logits_profile_predictions_loss: 331.1451 - logcount_predictions_loss: 0.4709 58/2386 [..............................] - ETA: 18:24 - loss: 334.3126 - logits_profile_predictions_loss: 331.2525 - logcount_predictions_loss: 0.4708 59/2386 [..............................] - ETA: 18:23 - loss: 334.4134 - logits_profile_predictions_loss: 331.3542 - logcount_predictions_loss: 0.4706 60/2386 [..............................] - ETA: 18:23 - loss: 334.5003 - logits_profile_predictions_loss: 331.4423 - logcount_predictions_loss: 0.4705 61/2386 [..............................] - ETA: 18:23 - loss: 334.5765 - logits_profile_predictions_loss: 331.5198 - logcount_predictions_loss: 0.4703 62/2386 [..............................] - ETA: 18:22 - loss: 334.6545 - logits_profile_predictions_loss: 331.5989 - logcount_predictions_loss: 0.4701 63/2386 [..............................] - ETA: 18:22 - loss: 334.7284 - logits_profile_predictions_loss: 331.6739 - logcount_predictions_loss: 0.4699 64/2386 [..............................] - ETA: 18:21 - loss: 334.8023 - logits_profile_predictions_loss: 331.7488 - logcount_predictions_loss: 0.4698 65/2386 [..............................] - ETA: 18:21 - loss: 334.8810 - logits_profile_predictions_loss: 331.8285 - logcount_predictions_loss: 0.4696 66/2386 [..............................] - ETA: 18:20 - loss: 334.9594 - logits_profile_predictions_loss: 331.9079 - logcount_predictions_loss: 0.4695 67/2386 [..............................] - ETA: 18:20 - loss: 335.0330 - logits_profile_predictions_loss: 331.9828 - logcount_predictions_loss: 0.4693 68/2386 [..............................] - ETA: 18:20 - loss: 335.0972 - logits_profile_predictions_loss: 332.0484 - logcount_predictions_loss: 0.4691 69/2386 [..............................] - ETA: 18:19 - loss: 335.1477 - logits_profile_predictions_loss: 332.1003 - logcount_predictions_loss: 0.4688 70/2386 [..............................] - ETA: 18:19 - loss: 335.2050 - logits_profile_predictions_loss: 332.1587 - logcount_predictions_loss: 0.4687 71/2386 [..............................] - ETA: 18:18 - loss: 335.2543 - logits_profile_predictions_loss: 332.2090 - logcount_predictions_loss: 0.4685 72/2386 [..............................] - ETA: 18:18 - loss: 335.2980 - logits_profile_predictions_loss: 332.2536 - logcount_predictions_loss: 0.4684 73/2386 [..............................] - ETA: 18:17 - loss: 335.3516 - logits_profile_predictions_loss: 332.3081 - logcount_predictions_loss: 0.4682 74/2386 [..............................] - ETA: 18:17 - loss: 335.4062 - logits_profile_predictions_loss: 332.3635 - logcount_predictions_loss: 0.4681 75/2386 [..............................] - ETA: 18:17 - loss: 335.4574 - logits_profile_predictions_loss: 332.4156 - logcount_predictions_loss: 0.4680 76/2386 [..............................] - ETA: 18:16 - loss: 335.4918 - logits_profile_predictions_loss: 332.4511 - logcount_predictions_loss: 0.4678 77/2386 [..............................] - ETA: 18:16 - loss: 335.5231 - logits_profile_predictions_loss: 332.4835 - logcount_predictions_loss: 0.4676 78/2386 [..............................] - ETA: 18:15 - loss: 335.5553 - logits_profile_predictions_loss: 332.5168 - logcount_predictions_loss: 0.4675 79/2386 [..............................] - ETA: 18:15 - loss: 335.6006 - logits_profile_predictions_loss: 332.5631 - logcount_predictions_loss: 0.4673 80/2386 [>.............................] - ETA: 18:15 - loss: 335.6487 - logits_profile_predictions_loss: 332.6120 - logcount_predictions_loss: 0.4672 81/2386 [>.............................] - ETA: 18:14 - loss: 335.6905 - logits_profile_predictions_loss: 332.6548 - logcount_predictions_loss: 0.4670 82/2386 [>.............................] - ETA: 18:14 - loss: 335.7231 - logits_profile_predictions_loss: 332.6885 - logcount_predictions_loss: 0.4669 83/2386 [>.............................] - ETA: 18:13 - loss: 335.7597 - logits_profile_predictions_loss: 332.7262 - logcount_predictions_loss: 0.4667 84/2386 [>.............................] - ETA: 18:13 - loss: 335.7971 - logits_profile_predictions_loss: 332.7644 - logcount_predictions_loss: 0.4666 85/2386 [>.............................] - ETA: 18:12 - loss: 335.8261 - logits_profile_predictions_loss: 332.7943 - logcount_predictions_loss: 0.4664 86/2386 [>.............................] - ETA: 18:12 - loss: 335.8617 - logits_profile_predictions_loss: 332.8310 - logcount_predictions_loss: 0.4663 87/2386 [>.............................] - ETA: 18:11 - loss: 335.9053 - logits_profile_predictions_loss: 332.8756 - logcount_predictions_loss: 0.4661 88/2386 [>.............................] - ETA: 18:11 - loss: 335.9439 - logits_profile_predictions_loss: 332.9153 - logcount_predictions_loss: 0.4659 89/2386 [>.............................] - ETA: 18:11 - loss: 335.9795 - logits_profile_predictions_loss: 332.9521 - logcount_predictions_loss: 0.4658 90/2386 [>.............................] - ETA: 18:10 - loss: 336.0138 - logits_profile_predictions_loss: 332.9878 - logcount_predictions_loss: 0.4655 91/2386 [>.............................] - ETA: 18:10 - loss: 336.0532 - logits_profile_predictions_loss: 333.0283 - logcount_predictions_loss: 0.4654 92/2386 [>.............................] - ETA: 18:09 - loss: 336.0914 - logits_profile_predictions_loss: 333.0676 - logcount_predictions_loss: 0.4652 93/2386 [>.............................] - ETA: 18:09 - loss: 336.1236 - logits_profile_predictions_loss: 333.1008 - logcount_predictions_loss: 0.4651 94/2386 [>.............................] - ETA: 18:08 - loss: 336.1586 - logits_profile_predictions_loss: 333.1365 - logcount_predictions_loss: 0.4649 95/2386 [>.............................] - ETA: 18:08 - loss: 336.1932 - logits_profile_predictions_loss: 333.1719 - logcount_predictions_loss: 0.4648 96/2386 [>.............................] - ETA: 18:08 - loss: 336.2247 - logits_profile_predictions_loss: 333.2043 - logcount_predictions_loss: 0.4647 97/2386 [>.............................] - ETA: 18:07 - loss: 336.2476 - logits_profile_predictions_loss: 333.2280 - logcount_predictions_loss: 0.4646 98/2386 [>.............................] - ETA: 18:07 - loss: 336.2703 - logits_profile_predictions_loss: 333.2514 - logcount_predictions_loss: 0.4645 99/2386 [>.............................] - ETA: 18:06 - loss: 336.2974 - logits_profile_predictions_loss: 333.2793 - logcount_predictions_loss: 0.4643 100/2386 [>.............................] - ETA: 18:06 - loss: 336.3321 - 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loss: 339.2496 - logits_profile_predictions_loss: 336.4302 - logcount_predictions_loss: 0.4337 2383/2386 [============================>.] - ETA: 1s - loss: 339.2498 - logits_profile_predictions_loss: 336.4303 - logcount_predictions_loss: 0.4337 2384/2386 [============================>.] - ETA: 0s - loss: 339.2499 - logits_profile_predictions_loss: 336.4305 - logcount_predictions_loss: 0.4337 2385/2386 [============================>.] - ETA: 0s - loss: 339.2501 - logits_profile_predictions_loss: 336.4306 - logcount_predictions_loss: 0.4337 2386/2386 [==============================] - ETA: 0s - loss: 339.2502 - logits_profile_predictions_loss: 336.4308 - logcount_predictions_loss: 0.4337 2386/2386 [==============================] - 1196s 501ms/step - loss: 339.2503 - logits_profile_predictions_loss: 336.4309 - logcount_predictions_loss: 0.4337 - val_loss: 402.0173 - val_logits_profile_predictions_loss: 398.3650 - val_logcount_predictions_loss: 0.5619 + +Epoch 00005: val_loss improved from 404.48831 to 402.01730, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 6/50 + 1/2386 [..............................] - ETA: 20:41 - loss: 349.2837 - logits_profile_predictions_loss: 346.3348 - logcount_predictions_loss: 0.4537 2/2386 [..............................] - ETA: 18:32 - loss: 358.9134 - logits_profile_predictions_loss: 355.7668 - logcount_predictions_loss: 0.4841 3/2386 [..............................] - ETA: 18:34 - loss: 370.4881 - logits_profile_predictions_loss: 367.3759 - logcount_predictions_loss: 0.4788 4/2386 [..............................] - ETA: 18:35 - loss: 372.6067 - logits_profile_predictions_loss: 369.4544 - logcount_predictions_loss: 0.4850 5/2386 [..............................] - ETA: 18:39 - loss: 372.8003 - logits_profile_predictions_loss: 369.6977 - logcount_predictions_loss: 0.4773 6/2386 [..............................] - ETA: 18:39 - loss: 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[..............................] - ETA: 18:39 - loss: 369.0579 - logits_profile_predictions_loss: 365.9105 - logcount_predictions_loss: 0.4842 14/2386 [..............................] - ETA: 18:39 - loss: 368.4175 - logits_profile_predictions_loss: 365.2809 - logcount_predictions_loss: 0.4826 15/2386 [..............................] - ETA: 18:39 - loss: 367.3781 - logits_profile_predictions_loss: 364.2589 - logcount_predictions_loss: 0.4799 16/2386 [..............................] - ETA: 18:39 - loss: 366.4150 - logits_profile_predictions_loss: 363.3123 - logcount_predictions_loss: 0.4773 17/2386 [..............................] - ETA: 18:39 - loss: 365.4413 - logits_profile_predictions_loss: 362.3541 - logcount_predictions_loss: 0.4750 18/2386 [..............................] - ETA: 18:39 - loss: 364.2871 - logits_profile_predictions_loss: 361.2135 - logcount_predictions_loss: 0.4729 19/2386 [..............................] - ETA: 18:38 - loss: 363.4925 - 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[..............................] - ETA: 18:36 - loss: 358.8638 - logits_profile_predictions_loss: 355.8687 - logcount_predictions_loss: 0.4608 27/2386 [..............................] - ETA: 18:36 - loss: 358.3541 - logits_profile_predictions_loss: 355.3663 - logcount_predictions_loss: 0.4597 28/2386 [..............................] - ETA: 18:36 - loss: 357.7734 - logits_profile_predictions_loss: 354.7943 - logcount_predictions_loss: 0.4583 29/2386 [..............................] - ETA: 18:36 - loss: 357.2307 - logits_profile_predictions_loss: 354.2586 - logcount_predictions_loss: 0.4572 30/2386 [..............................] - ETA: 18:35 - loss: 356.7448 - logits_profile_predictions_loss: 353.7791 - logcount_predictions_loss: 0.4563 31/2386 [..............................] - ETA: 18:35 - loss: 356.2172 - logits_profile_predictions_loss: 353.2587 - logcount_predictions_loss: 0.4552 32/2386 [..............................] - ETA: 18:34 - loss: 355.6999 - 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[..............................] - ETA: 18:32 - loss: 352.9696 - logits_profile_predictions_loss: 350.0548 - logcount_predictions_loss: 0.4484 40/2386 [..............................] - ETA: 18:31 - loss: 352.6535 - logits_profile_predictions_loss: 349.7434 - logcount_predictions_loss: 0.4477 41/2386 [..............................] - ETA: 18:30 - loss: 352.3681 - logits_profile_predictions_loss: 349.4623 - logcount_predictions_loss: 0.4471 42/2386 [..............................] - ETA: 18:30 - loss: 352.0863 - logits_profile_predictions_loss: 349.1846 - logcount_predictions_loss: 0.4464 43/2386 [..............................] - ETA: 18:30 - loss: 351.8509 - logits_profile_predictions_loss: 348.9538 - logcount_predictions_loss: 0.4457 44/2386 [..............................] - ETA: 18:29 - loss: 351.6540 - logits_profile_predictions_loss: 348.7614 - logcount_predictions_loss: 0.4450 45/2386 [..............................] - ETA: 18:29 - loss: 351.4547 - 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[..............................] - ETA: 18:26 - loss: 349.9712 - logits_profile_predictions_loss: 347.1073 - logcount_predictions_loss: 0.4406 53/2386 [..............................] - ETA: 18:25 - loss: 349.7835 - logits_profile_predictions_loss: 346.9232 - logcount_predictions_loss: 0.4400 54/2386 [..............................] - ETA: 18:25 - loss: 349.5885 - logits_profile_predictions_loss: 346.7317 - logcount_predictions_loss: 0.4395 55/2386 [..............................] - ETA: 18:25 - loss: 349.4026 - logits_profile_predictions_loss: 346.5490 - logcount_predictions_loss: 0.4390 56/2386 [..............................] - ETA: 18:24 - loss: 349.2333 - logits_profile_predictions_loss: 346.3823 - logcount_predictions_loss: 0.4386 57/2386 [..............................] - ETA: 18:24 - loss: 349.0819 - logits_profile_predictions_loss: 346.2335 - logcount_predictions_loss: 0.4382 58/2386 [..............................] - ETA: 18:23 - loss: 348.9398 - 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[..............................] - ETA: 18:40 - loss: 344.6457 - logits_profile_predictions_loss: 341.4614 - logcount_predictions_loss: 0.4899 25/2386 [..............................] - ETA: 18:39 - loss: 344.3145 - logits_profile_predictions_loss: 341.1466 - logcount_predictions_loss: 0.4874 26/2386 [..............................] - ETA: 18:39 - loss: 343.9468 - logits_profile_predictions_loss: 340.7937 - logcount_predictions_loss: 0.4851 27/2386 [..............................] - ETA: 18:39 - loss: 343.5988 - logits_profile_predictions_loss: 340.4593 - logcount_predictions_loss: 0.4830 28/2386 [..............................] - ETA: 18:38 - loss: 343.3382 - logits_profile_predictions_loss: 340.2109 - logcount_predictions_loss: 0.4811 29/2386 [..............................] - ETA: 18:38 - loss: 343.0891 - logits_profile_predictions_loss: 339.9737 - logcount_predictions_loss: 0.4793 30/2386 [..............................] - ETA: 18:37 - loss: 342.7808 - 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[..............................] - ETA: 18:35 - loss: 340.9979 - logits_profile_predictions_loss: 337.9474 - logcount_predictions_loss: 0.4693 38/2386 [..............................] - ETA: 18:34 - loss: 340.8095 - logits_profile_predictions_loss: 337.7660 - logcount_predictions_loss: 0.4682 39/2386 [..............................] - ETA: 18:34 - loss: 340.7418 - logits_profile_predictions_loss: 337.7047 - logcount_predictions_loss: 0.4673 40/2386 [..............................] - ETA: 18:34 - loss: 340.6550 - logits_profile_predictions_loss: 337.6243 - logcount_predictions_loss: 0.4663 41/2386 [..............................] - ETA: 18:33 - loss: 340.5522 - logits_profile_predictions_loss: 337.5278 - logcount_predictions_loss: 0.4653 42/2386 [..............................] - ETA: 18:33 - loss: 340.4941 - logits_profile_predictions_loss: 337.4758 - logcount_predictions_loss: 0.4644 43/2386 [..............................] - ETA: 18:33 - loss: 340.4506 - 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[===>..........................] - ETA: 16:07 - loss: 337.5623 - logits_profile_predictions_loss: 334.9101 - logcount_predictions_loss: 0.4080 363/2386 [===>..........................] - ETA: 16:06 - loss: 337.5561 - logits_profile_predictions_loss: 334.9042 - logcount_predictions_loss: 0.4080 364/2386 [===>..........................] - ETA: 16:06 - loss: 337.5499 - logits_profile_predictions_loss: 334.8983 - logcount_predictions_loss: 0.4080 365/2386 [===>..........................] - ETA: 16:06 - loss: 337.5439 - logits_profile_predictions_loss: 334.8926 - logcount_predictions_loss: 0.4079 366/2386 [===>..........................] - ETA: 16:05 - loss: 337.5379 - logits_profile_predictions_loss: 334.8869 - logcount_predictions_loss: 0.4079 367/2386 [===>..........................] - ETA: 16:05 - loss: 337.5315 - logits_profile_predictions_loss: 334.8808 - logcount_predictions_loss: 0.4078 368/2386 [===>..........................] - ETA: 16:04 - loss: 337.5244 - logits_profile_predictions_loss: 334.8740 - logcount_predictions_loss: 0.4078 369/2386 [===>..........................] - ETA: 16:04 - loss: 337.5173 - logits_profile_predictions_loss: 334.8672 - logcount_predictions_loss: 0.4077 370/2386 [===>..........................] - ETA: 16:03 - loss: 337.5097 - logits_profile_predictions_loss: 334.8599 - logcount_predictions_loss: 0.4077 371/2386 [===>..........................] - ETA: 16:03 - loss: 337.5020 - logits_profile_predictions_loss: 334.8525 - logcount_predictions_loss: 0.4076 372/2386 [===>..........................] - ETA: 16:02 - loss: 337.4942 - logits_profile_predictions_loss: 334.8450 - logcount_predictions_loss: 0.4076 373/2386 [===>..........................] - ETA: 16:02 - loss: 337.4863 - logits_profile_predictions_loss: 334.8374 - logcount_predictions_loss: 0.4075 374/2386 [===>..........................] - ETA: 16:01 - loss: 337.4784 - logits_profile_predictions_loss: 334.8298 - logcount_predictions_loss: 0.4075 375/2386 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[====>.........................] - ETA: 15:30 - loss: 337.0479 - logits_profile_predictions_loss: 334.4149 - logcount_predictions_loss: 0.4051 441/2386 [====>.........................] - ETA: 15:29 - loss: 337.0416 - logits_profile_predictions_loss: 334.4089 - logcount_predictions_loss: 0.4051 442/2386 [====>.........................] - ETA: 15:29 - loss: 337.0352 - logits_profile_predictions_loss: 334.4027 - logcount_predictions_loss: 0.4050 443/2386 [====>.........................] - ETA: 15:29 - loss: 337.0288 - logits_profile_predictions_loss: 334.3964 - logcount_predictions_loss: 0.4050 444/2386 [====>.........................] - ETA: 15:28 - loss: 337.0225 - logits_profile_predictions_loss: 334.3903 - logcount_predictions_loss: 0.4050 445/2386 [====>.........................] - ETA: 15:28 - loss: 337.0160 - logits_profile_predictions_loss: 334.3841 - logcount_predictions_loss: 0.4049 446/2386 [====>.........................] - ETA: 15:27 - loss: 337.0093 - 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[====>.........................] - ETA: 15:24 - loss: 336.9654 - logits_profile_predictions_loss: 334.3350 - logcount_predictions_loss: 0.4047 454/2386 [====>.........................] - ETA: 15:23 - loss: 336.9592 - logits_profile_predictions_loss: 334.3291 - logcount_predictions_loss: 0.4047 455/2386 [====>.........................] - ETA: 15:23 - loss: 336.9533 - logits_profile_predictions_loss: 334.3234 - logcount_predictions_loss: 0.4046 456/2386 [====>.........................] - ETA: 15:22 - loss: 336.9473 - logits_profile_predictions_loss: 334.3176 - logcount_predictions_loss: 0.4046 457/2386 [====>.........................] - ETA: 15:22 - loss: 336.9412 - logits_profile_predictions_loss: 334.3116 - logcount_predictions_loss: 0.4046 458/2386 [====>.........................] - ETA: 15:21 - loss: 336.9353 - logits_profile_predictions_loss: 334.3059 - logcount_predictions_loss: 0.4045 459/2386 [====>.........................] - ETA: 15:21 - loss: 336.9295 - 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logits_profile_predictions_loss: 334.2900 - logcount_predictions_loss: 0.4022 314/2386 [==>...........................] - ETA: 16:29 - loss: 336.9027 - logits_profile_predictions_loss: 334.2886 - logcount_predictions_loss: 0.4022 315/2386 [==>...........................] - ETA: 16:28 - loss: 336.9017 - logits_profile_predictions_loss: 334.2879 - logcount_predictions_loss: 0.4021 316/2386 [==>...........................] - ETA: 16:28 - loss: 336.9011 - logits_profile_predictions_loss: 334.2876 - logcount_predictions_loss: 0.4021 317/2386 [==>...........................] - ETA: 16:27 - loss: 336.9004 - logits_profile_predictions_loss: 334.2872 - logcount_predictions_loss: 0.4020 318/2386 [==>...........................] - ETA: 16:27 - loss: 336.8992 - logits_profile_predictions_loss: 334.2864 - logcount_predictions_loss: 0.4020 319/2386 [===>..........................] - ETA: 16:26 - loss: 336.8973 - logits_profile_predictions_loss: 334.2848 - logcount_predictions_loss: 0.4019 320/2386 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logits_profile_predictions_loss: 334.2763 - logcount_predictions_loss: 0.4016 327/2386 [===>..........................] - ETA: 16:23 - loss: 336.8863 - logits_profile_predictions_loss: 334.2761 - logcount_predictions_loss: 0.4016 328/2386 [===>..........................] - ETA: 16:22 - loss: 336.8862 - logits_profile_predictions_loss: 334.2763 - logcount_predictions_loss: 0.4015 329/2386 [===>..........................] - ETA: 16:22 - loss: 336.8857 - logits_profile_predictions_loss: 334.2761 - logcount_predictions_loss: 0.4015 330/2386 [===>..........................] - ETA: 16:21 - loss: 336.8848 - logits_profile_predictions_loss: 334.2755 - logcount_predictions_loss: 0.4014 331/2386 [===>..........................] - ETA: 16:21 - loss: 336.8836 - logits_profile_predictions_loss: 334.2746 - logcount_predictions_loss: 0.4014 332/2386 [===>..........................] - ETA: 16:20 - loss: 336.8818 - logits_profile_predictions_loss: 334.2730 - logcount_predictions_loss: 0.4014 333/2386 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logits_profile_predictions_loss: 334.2580 - logcount_predictions_loss: 0.4010 340/2386 [===>..........................] - ETA: 16:17 - loss: 336.8627 - logits_profile_predictions_loss: 334.2563 - logcount_predictions_loss: 0.4010 341/2386 [===>..........................] - ETA: 16:16 - loss: 336.8604 - logits_profile_predictions_loss: 334.2543 - logcount_predictions_loss: 0.4010 342/2386 [===>..........................] - ETA: 16:16 - loss: 336.8586 - logits_profile_predictions_loss: 334.2527 - logcount_predictions_loss: 0.4009 343/2386 [===>..........................] - ETA: 16:15 - loss: 336.8570 - logits_profile_predictions_loss: 334.2514 - logcount_predictions_loss: 0.4009 344/2386 [===>..........................] - ETA: 16:15 - loss: 336.8555 - logits_profile_predictions_loss: 334.2501 - logcount_predictions_loss: 0.4008 345/2386 [===>..........................] - ETA: 16:14 - loss: 336.8546 - logits_profile_predictions_loss: 334.2496 - logcount_predictions_loss: 0.4008 346/2386 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[..............................] - ETA: 18:42 - loss: 325.5368 - logits_profile_predictions_loss: 323.5127 - logcount_predictions_loss: 0.3114 19/2386 [..............................] - ETA: 18:42 - loss: 325.7398 - logits_profile_predictions_loss: 323.7078 - logcount_predictions_loss: 0.3126 20/2386 [..............................] - ETA: 18:41 - loss: 325.9231 - logits_profile_predictions_loss: 323.8806 - logcount_predictions_loss: 0.3142 21/2386 [..............................] - ETA: 18:41 - loss: 326.1547 - logits_profile_predictions_loss: 324.1020 - logcount_predictions_loss: 0.3158 22/2386 [..............................] - ETA: 18:40 - loss: 326.4205 - logits_profile_predictions_loss: 324.3594 - logcount_predictions_loss: 0.3171 23/2386 [..............................] - ETA: 18:40 - loss: 326.5043 - logits_profile_predictions_loss: 324.4364 - logcount_predictions_loss: 0.3181 24/2386 [..............................] - ETA: 18:40 - loss: 326.6599 - 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[..............................] - ETA: 18:37 - loss: 326.8707 - logits_profile_predictions_loss: 324.7435 - logcount_predictions_loss: 0.3273 32/2386 [..............................] - ETA: 18:37 - loss: 326.8880 - logits_profile_predictions_loss: 324.7561 - logcount_predictions_loss: 0.3280 33/2386 [..............................] - ETA: 18:37 - loss: 326.8797 - logits_profile_predictions_loss: 324.7436 - logcount_predictions_loss: 0.3286 34/2386 [..............................] - ETA: 18:36 - loss: 326.8309 - logits_profile_predictions_loss: 324.6912 - logcount_predictions_loss: 0.3292 35/2386 [..............................] - ETA: 18:36 - loss: 326.7424 - logits_profile_predictions_loss: 324.5985 - logcount_predictions_loss: 0.3298 36/2386 [..............................] - ETA: 18:36 - loss: 326.7150 - logits_profile_predictions_loss: 324.5666 - logcount_predictions_loss: 0.3305 37/2386 [..............................] - ETA: 18:35 - loss: 326.6587 - 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[..............................] - ETA: 18:32 - loss: 326.3413 - logits_profile_predictions_loss: 324.1594 - logcount_predictions_loss: 0.3357 45/2386 [..............................] - ETA: 18:32 - loss: 326.3203 - logits_profile_predictions_loss: 324.1347 - logcount_predictions_loss: 0.3363 46/2386 [..............................] - ETA: 18:32 - loss: 326.3632 - logits_profile_predictions_loss: 324.1739 - logcount_predictions_loss: 0.3368 47/2386 [..............................] - ETA: 18:31 - loss: 326.3768 - logits_profile_predictions_loss: 324.1841 - logcount_predictions_loss: 0.3373 48/2386 [..............................] - ETA: 18:31 - loss: 326.4006 - logits_profile_predictions_loss: 324.2043 - logcount_predictions_loss: 0.3379 49/2386 [..............................] - ETA: 18:30 - loss: 326.4177 - logits_profile_predictions_loss: 324.2184 - logcount_predictions_loss: 0.3384 50/2386 [..............................] - ETA: 18:30 - loss: 326.4134 - logits_profile_predictions_loss: 324.2114 - logcount_predictions_loss: 0.3388 51/2386 [..............................] - ETA: 18:29 - loss: 326.3937 - logits_profile_predictions_loss: 324.1891 - logcount_predictions_loss: 0.3392 52/2386 [..............................] - ETA: 18:29 - loss: 326.3665 - logits_profile_predictions_loss: 324.1596 - logcount_predictions_loss: 0.3395 53/2386 [..............................] - ETA: 18:29 - loss: 326.3578 - logits_profile_predictions_loss: 324.1486 - logcount_predictions_loss: 0.3399 54/2386 [..............................] - ETA: 18:28 - loss: 326.3867 - logits_profile_predictions_loss: 324.1750 - logcount_predictions_loss: 0.3403 55/2386 [..............................] - ETA: 18:28 - loss: 326.4056 - logits_profile_predictions_loss: 324.1913 - logcount_predictions_loss: 0.3407 56/2386 [..............................] - ETA: 18:27 - loss: 326.4507 - logits_profile_predictions_loss: 324.2336 - logcount_predictions_loss: 0.3411 57/2386 [..............................] - ETA: 18:27 - loss: 326.4849 - logits_profile_predictions_loss: 324.2654 - logcount_predictions_loss: 0.3415 58/2386 [..............................] - ETA: 18:26 - loss: 326.5374 - logits_profile_predictions_loss: 324.3154 - logcount_predictions_loss: 0.3418 59/2386 [..............................] - ETA: 18:26 - loss: 326.5883 - logits_profile_predictions_loss: 324.3638 - logcount_predictions_loss: 0.3422 60/2386 [..............................] - ETA: 18:26 - loss: 326.6411 - logits_profile_predictions_loss: 324.4141 - logcount_predictions_loss: 0.3426 61/2386 [..............................] - ETA: 18:25 - loss: 326.6910 - logits_profile_predictions_loss: 324.4616 - logcount_predictions_loss: 0.3430 62/2386 [..............................] - ETA: 18:25 - loss: 326.7372 - logits_profile_predictions_loss: 324.5055 - logcount_predictions_loss: 0.3433 63/2386 [..............................] - ETA: 18:24 - loss: 326.7937 - logits_profile_predictions_loss: 324.5601 - logcount_predictions_loss: 0.3436 64/2386 [..............................] - ETA: 18:24 - loss: 326.8339 - logits_profile_predictions_loss: 324.5985 - logcount_predictions_loss: 0.3439 65/2386 [..............................] - ETA: 18:24 - loss: 326.8668 - logits_profile_predictions_loss: 324.6292 - logcount_predictions_loss: 0.3442 66/2386 [..............................] - ETA: 18:23 - loss: 326.8974 - logits_profile_predictions_loss: 324.6580 - logcount_predictions_loss: 0.3445 67/2386 [..............................] - ETA: 18:23 - loss: 326.9207 - logits_profile_predictions_loss: 324.6796 - logcount_predictions_loss: 0.3448 68/2386 [..............................] - ETA: 18:22 - loss: 326.9367 - logits_profile_predictions_loss: 324.6942 - logcount_predictions_loss: 0.3450 69/2386 [..............................] - ETA: 18:22 - loss: 326.9510 - logits_profile_predictions_loss: 324.7071 - logcount_predictions_loss: 0.3452 70/2386 [..............................] - ETA: 18:21 - loss: 326.9702 - logits_profile_predictions_loss: 324.7247 - logcount_predictions_loss: 0.3455 71/2386 [..............................] - ETA: 18:21 - loss: 326.9973 - logits_profile_predictions_loss: 324.7502 - logcount_predictions_loss: 0.3457 72/2386 [..............................] - ETA: 18:20 - loss: 327.0208 - logits_profile_predictions_loss: 324.7724 - logcount_predictions_loss: 0.3459 73/2386 [..............................] - ETA: 18:20 - loss: 327.0414 - logits_profile_predictions_loss: 324.7918 - logcount_predictions_loss: 0.3461 74/2386 [..............................] - ETA: 18:19 - loss: 327.0711 - logits_profile_predictions_loss: 324.8205 - logcount_predictions_loss: 0.3463 75/2386 [..............................] - ETA: 18:19 - loss: 327.0990 - logits_profile_predictions_loss: 324.8474 - logcount_predictions_loss: 0.3464 76/2386 [..............................] - ETA: 18:18 - loss: 327.1266 - logits_profile_predictions_loss: 324.8741 - logcount_predictions_loss: 0.3465 77/2386 [..............................] - ETA: 18:18 - loss: 327.1523 - logits_profile_predictions_loss: 324.8989 - logcount_predictions_loss: 0.3467 78/2386 [..............................] - ETA: 18:18 - loss: 327.1876 - logits_profile_predictions_loss: 324.9334 - logcount_predictions_loss: 0.3468 79/2386 [..............................] - ETA: 18:17 - loss: 327.2239 - logits_profile_predictions_loss: 324.9690 - logcount_predictions_loss: 0.3469 80/2386 [>.............................] - ETA: 18:17 - loss: 327.2692 - logits_profile_predictions_loss: 325.0136 - logcount_predictions_loss: 0.3470 81/2386 [>.............................] - ETA: 18:16 - loss: 327.3176 - logits_profile_predictions_loss: 325.0611 - logcount_predictions_loss: 0.3472 82/2386 [>.............................] - ETA: 18:16 - loss: 327.3688 - logits_profile_predictions_loss: 325.1113 - logcount_predictions_loss: 0.3473 83/2386 [>.............................] - ETA: 18:15 - loss: 327.4169 - logits_profile_predictions_loss: 325.1586 - logcount_predictions_loss: 0.3474 84/2386 [>.............................] - ETA: 18:15 - loss: 327.4619 - logits_profile_predictions_loss: 325.2028 - logcount_predictions_loss: 0.3475 85/2386 [>.............................] - ETA: 18:14 - loss: 327.4985 - logits_profile_predictions_loss: 325.2387 - logcount_predictions_loss: 0.3477 86/2386 [>.............................] - ETA: 18:14 - loss: 327.5369 - logits_profile_predictions_loss: 325.2763 - logcount_predictions_loss: 0.3478 87/2386 [>.............................] - ETA: 18:14 - loss: 327.5673 - logits_profile_predictions_loss: 325.3058 - logcount_predictions_loss: 0.3479 88/2386 [>.............................] - ETA: 18:13 - loss: 327.5986 - logits_profile_predictions_loss: 325.3362 - logcount_predictions_loss: 0.3481 89/2386 [>.............................] - ETA: 18:13 - loss: 327.6302 - logits_profile_predictions_loss: 325.3669 - logcount_predictions_loss: 0.3482 90/2386 [>.............................] - ETA: 18:12 - loss: 327.6481 - logits_profile_predictions_loss: 325.3840 - logcount_predictions_loss: 0.3483 91/2386 [>.............................] - ETA: 18:12 - loss: 327.6678 - logits_profile_predictions_loss: 325.4030 - logcount_predictions_loss: 0.3484 92/2386 [>.............................] - ETA: 18:11 - loss: 327.6821 - logits_profile_predictions_loss: 325.4167 - logcount_predictions_loss: 0.3485 93/2386 [>.............................] - ETA: 18:11 - loss: 327.6908 - logits_profile_predictions_loss: 325.4247 - logcount_predictions_loss: 0.3486 94/2386 [>.............................] - ETA: 18:10 - loss: 327.7033 - logits_profile_predictions_loss: 325.4367 - logcount_predictions_loss: 0.3487 95/2386 [>.............................] - ETA: 18:10 - loss: 327.7208 - logits_profile_predictions_loss: 325.4536 - logcount_predictions_loss: 0.3488 96/2386 [>.............................] - ETA: 18:10 - loss: 327.7274 - logits_profile_predictions_loss: 325.4596 - logcount_predictions_loss: 0.3489 97/2386 [>.............................] - ETA: 18:09 - loss: 327.7312 - logits_profile_predictions_loss: 325.4629 - logcount_predictions_loss: 0.3490 98/2386 [>.............................] - ETA: 18:09 - loss: 327.7338 - logits_profile_predictions_loss: 325.4652 - logcount_predictions_loss: 0.3490 99/2386 [>.............................] - ETA: 18:08 - loss: 327.7386 - logits_profile_predictions_loss: 325.4695 - logcount_predictions_loss: 0.3491 100/2386 [>.............................] - ETA: 18:08 - loss: 327.7435 - logits_profile_predictions_loss: 325.4740 - logcount_predictions_loss: 0.3491 101/2386 [>.............................] - ETA: 18:08 - loss: 327.7507 - logits_profile_predictions_loss: 325.4809 - logcount_predictions_loss: 0.3492 102/2386 [>.............................] - ETA: 18:07 - loss: 327.7705 - 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[>.............................] - ETA: 18:04 - loss: 327.8442 - logits_profile_predictions_loss: 325.5719 - logcount_predictions_loss: 0.3496 110/2386 [>.............................] - ETA: 18:03 - loss: 327.8555 - logits_profile_predictions_loss: 325.5829 - logcount_predictions_loss: 0.3496 111/2386 [>.............................] - ETA: 18:03 - loss: 327.8644 - logits_profile_predictions_loss: 325.5915 - logcount_predictions_loss: 0.3497 112/2386 [>.............................] - ETA: 18:03 - loss: 327.8704 - logits_profile_predictions_loss: 325.5972 - logcount_predictions_loss: 0.3497 113/2386 [>.............................] - ETA: 18:02 - loss: 327.8827 - logits_profile_predictions_loss: 325.6092 - logcount_predictions_loss: 0.3498 114/2386 [>.............................] - ETA: 18:02 - loss: 327.8974 - logits_profile_predictions_loss: 325.6236 - logcount_predictions_loss: 0.3498 115/2386 [>.............................] - ETA: 18:01 - loss: 327.9112 - 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logits_profile_predictions_loss: 326.5381 - logcount_predictions_loss: 0.3604 298/2386 [==>...........................] - ETA: 16:37 - loss: 328.8789 - logits_profile_predictions_loss: 326.5360 - logcount_predictions_loss: 0.3604 299/2386 [==>...........................] - ETA: 16:37 - loss: 328.8770 - logits_profile_predictions_loss: 326.5339 - logcount_predictions_loss: 0.3605 300/2386 [==>...........................] - ETA: 16:36 - loss: 328.8757 - logits_profile_predictions_loss: 326.5323 - logcount_predictions_loss: 0.3605 301/2386 [==>...........................] - ETA: 16:36 - loss: 328.8739 - logits_profile_predictions_loss: 326.5303 - logcount_predictions_loss: 0.3605 302/2386 [==>...........................] - ETA: 16:35 - loss: 328.8716 - logits_profile_predictions_loss: 326.5277 - logcount_predictions_loss: 0.3606 303/2386 [==>...........................] - ETA: 16:35 - loss: 328.8693 - logits_profile_predictions_loss: 326.5252 - logcount_predictions_loss: 0.3606 304/2386 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logits_profile_predictions_loss: 326.5043 - logcount_predictions_loss: 0.3608 311/2386 [==>...........................] - ETA: 16:31 - loss: 328.8467 - logits_profile_predictions_loss: 326.5010 - logcount_predictions_loss: 0.3609 312/2386 [==>...........................] - ETA: 16:31 - loss: 328.8437 - logits_profile_predictions_loss: 326.4977 - logcount_predictions_loss: 0.3609 313/2386 [==>...........................] - ETA: 16:30 - loss: 328.8404 - logits_profile_predictions_loss: 326.4943 - logcount_predictions_loss: 0.3609 314/2386 [==>...........................] - ETA: 16:30 - loss: 328.8374 - logits_profile_predictions_loss: 326.4911 - logcount_predictions_loss: 0.3610 315/2386 [==>...........................] - ETA: 16:29 - loss: 328.8350 - logits_profile_predictions_loss: 326.4885 - logcount_predictions_loss: 0.3610 316/2386 [==>...........................] - ETA: 16:29 - loss: 328.8330 - logits_profile_predictions_loss: 326.4864 - logcount_predictions_loss: 0.3610 317/2386 [==>...........................] - ETA: 16:28 - loss: 328.8308 - logits_profile_predictions_loss: 326.4840 - logcount_predictions_loss: 0.3610 318/2386 [==>...........................] - ETA: 16:28 - loss: 328.8289 - logits_profile_predictions_loss: 326.4819 - logcount_predictions_loss: 0.3611 319/2386 [===>..........................] - ETA: 16:27 - loss: 328.8270 - logits_profile_predictions_loss: 326.4798 - logcount_predictions_loss: 0.3611 320/2386 [===>..........................] - ETA: 16:27 - loss: 328.8250 - logits_profile_predictions_loss: 326.4776 - logcount_predictions_loss: 0.3611 321/2386 [===>..........................] - ETA: 16:27 - loss: 328.8228 - logits_profile_predictions_loss: 326.4753 - logcount_predictions_loss: 0.3612 322/2386 [===>..........................] - ETA: 16:26 - loss: 328.8204 - logits_profile_predictions_loss: 326.4727 - logcount_predictions_loss: 0.3612 323/2386 [===>..........................] - ETA: 16:26 - loss: 328.8176 - logits_profile_predictions_loss: 326.4698 - logcount_predictions_loss: 0.3612 324/2386 [===>..........................] - ETA: 16:25 - loss: 328.8155 - logits_profile_predictions_loss: 326.4675 - logcount_predictions_loss: 0.3612 325/2386 [===>..........................] - ETA: 16:25 - loss: 328.8147 - logits_profile_predictions_loss: 326.4665 - logcount_predictions_loss: 0.3613 326/2386 [===>..........................] - ETA: 16:24 - loss: 328.8141 - logits_profile_predictions_loss: 326.4657 - logcount_predictions_loss: 0.3613 327/2386 [===>..........................] - ETA: 16:24 - loss: 328.8136 - logits_profile_predictions_loss: 326.4651 - logcount_predictions_loss: 0.3613 328/2386 [===>..........................] - ETA: 16:23 - loss: 328.8132 - logits_profile_predictions_loss: 326.4645 - logcount_predictions_loss: 0.3613 329/2386 [===>..........................] - ETA: 16:23 - loss: 328.8123 - logits_profile_predictions_loss: 326.4634 - logcount_predictions_loss: 0.3614 330/2386 [===>..........................] - ETA: 16:22 - loss: 328.8119 - logits_profile_predictions_loss: 326.4629 - logcount_predictions_loss: 0.3614 331/2386 [===>..........................] - ETA: 16:22 - loss: 328.8114 - logits_profile_predictions_loss: 326.4622 - logcount_predictions_loss: 0.3614 332/2386 [===>..........................] - ETA: 16:21 - loss: 328.8109 - logits_profile_predictions_loss: 326.4615 - logcount_predictions_loss: 0.3614 333/2386 [===>..........................] - ETA: 16:21 - loss: 328.8103 - logits_profile_predictions_loss: 326.4608 - logcount_predictions_loss: 0.3615 334/2386 [===>..........................] - ETA: 16:20 - loss: 328.8102 - logits_profile_predictions_loss: 326.4605 - logcount_predictions_loss: 0.3615 335/2386 [===>..........................] - ETA: 16:20 - loss: 328.8105 - logits_profile_predictions_loss: 326.4607 - logcount_predictions_loss: 0.3615 336/2386 [===>..........................] - ETA: 16:20 - loss: 328.8106 - 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[===>..........................] - ETA: 16:16 - loss: 328.8165 - logits_profile_predictions_loss: 326.4655 - logcount_predictions_loss: 0.3617 344/2386 [===>..........................] - ETA: 16:16 - loss: 328.8168 - logits_profile_predictions_loss: 326.4656 - logcount_predictions_loss: 0.3617 345/2386 [===>..........................] - ETA: 16:15 - loss: 328.8167 - logits_profile_predictions_loss: 326.4654 - logcount_predictions_loss: 0.3617 346/2386 [===>..........................] - ETA: 16:15 - loss: 328.8163 - logits_profile_predictions_loss: 326.4649 - logcount_predictions_loss: 0.3618 347/2386 [===>..........................] - ETA: 16:14 - loss: 328.8157 - logits_profile_predictions_loss: 326.4641 - logcount_predictions_loss: 0.3618 348/2386 [===>..........................] - ETA: 16:14 - loss: 328.8149 - logits_profile_predictions_loss: 326.4631 - logcount_predictions_loss: 0.3618 349/2386 [===>..........................] - ETA: 16:13 - loss: 328.8137 - logits_profile_predictions_loss: 326.4619 - logcount_predictions_loss: 0.3618 350/2386 [===>..........................] - ETA: 16:13 - loss: 328.8127 - logits_profile_predictions_loss: 326.4607 - logcount_predictions_loss: 0.3618 351/2386 [===>..........................] - ETA: 16:12 - loss: 328.8114 - logits_profile_predictions_loss: 326.4593 - logcount_predictions_loss: 0.3619 352/2386 [===>..........................] - ETA: 16:12 - loss: 328.8100 - logits_profile_predictions_loss: 326.4578 - logcount_predictions_loss: 0.3619 353/2386 [===>..........................] - ETA: 16:12 - loss: 328.8090 - logits_profile_predictions_loss: 326.4566 - logcount_predictions_loss: 0.3619 354/2386 [===>..........................] - ETA: 16:11 - loss: 328.8077 - logits_profile_predictions_loss: 326.4552 - logcount_predictions_loss: 0.3619 355/2386 [===>..........................] - ETA: 16:11 - loss: 328.8069 - logits_profile_predictions_loss: 326.4543 - logcount_predictions_loss: 0.3619 356/2386 [===>..........................] - ETA: 16:10 - loss: 328.8062 - logits_profile_predictions_loss: 326.4534 - logcount_predictions_loss: 0.3620 357/2386 [===>..........................] - ETA: 16:10 - loss: 328.8051 - logits_profile_predictions_loss: 326.4523 - logcount_predictions_loss: 0.3620 358/2386 [===>..........................] - ETA: 16:09 - loss: 328.8036 - logits_profile_predictions_loss: 326.4506 - logcount_predictions_loss: 0.3620 359/2386 [===>..........................] - ETA: 16:09 - loss: 328.8023 - logits_profile_predictions_loss: 326.4492 - logcount_predictions_loss: 0.3620 360/2386 [===>..........................] - ETA: 16:08 - loss: 328.8008 - logits_profile_predictions_loss: 326.4476 - logcount_predictions_loss: 0.3620 361/2386 [===>..........................] - ETA: 16:08 - loss: 328.7996 - logits_profile_predictions_loss: 326.4463 - logcount_predictions_loss: 0.3620 362/2386 [===>..........................] - ETA: 16:07 - loss: 328.7981 - logits_profile_predictions_loss: 326.4447 - logcount_predictions_loss: 0.3621 363/2386 [===>..........................] - ETA: 16:07 - loss: 328.7965 - logits_profile_predictions_loss: 326.4430 - logcount_predictions_loss: 0.3621 364/2386 [===>..........................] - ETA: 16:06 - loss: 328.7947 - logits_profile_predictions_loss: 326.4411 - logcount_predictions_loss: 0.3621 365/2386 [===>..........................] - ETA: 16:06 - loss: 328.7929 - logits_profile_predictions_loss: 326.4392 - logcount_predictions_loss: 0.3621 366/2386 [===>..........................] - ETA: 16:05 - loss: 328.7916 - logits_profile_predictions_loss: 326.4378 - logcount_predictions_loss: 0.3621 367/2386 [===>..........................] - ETA: 16:05 - loss: 328.7898 - logits_profile_predictions_loss: 326.4359 - logcount_predictions_loss: 0.3621 368/2386 [===>..........................] - ETA: 16:04 - loss: 328.7882 - logits_profile_predictions_loss: 326.4343 - logcount_predictions_loss: 0.3621 369/2386 [===>..........................] - ETA: 16:04 - loss: 328.7867 - logits_profile_predictions_loss: 326.4326 - logcount_predictions_loss: 0.3622 370/2386 [===>..........................] - ETA: 16:03 - loss: 328.7850 - logits_profile_predictions_loss: 326.4308 - logcount_predictions_loss: 0.3622 371/2386 [===>..........................] - ETA: 16:03 - loss: 328.7834 - logits_profile_predictions_loss: 326.4291 - logcount_predictions_loss: 0.3622 372/2386 [===>..........................] - ETA: 16:03 - loss: 328.7819 - logits_profile_predictions_loss: 326.4274 - logcount_predictions_loss: 0.3622 373/2386 [===>..........................] - ETA: 16:02 - loss: 328.7804 - logits_profile_predictions_loss: 326.4258 - logcount_predictions_loss: 0.3622 374/2386 [===>..........................] - ETA: 16:02 - loss: 328.7785 - logits_profile_predictions_loss: 326.4238 - logcount_predictions_loss: 0.3623 375/2386 [===>..........................] - ETA: 16:01 - loss: 328.7761 - logits_profile_predictions_loss: 326.4213 - logcount_predictions_loss: 0.3623 376/2386 [===>..........................] - ETA: 16:01 - loss: 328.7744 - logits_profile_predictions_loss: 326.4194 - logcount_predictions_loss: 0.3623 377/2386 [===>..........................] - ETA: 16:00 - loss: 328.7729 - logits_profile_predictions_loss: 326.4178 - logcount_predictions_loss: 0.3623 378/2386 [===>..........................] - ETA: 16:00 - loss: 328.7711 - logits_profile_predictions_loss: 326.4159 - logcount_predictions_loss: 0.3623 379/2386 [===>..........................] - ETA: 15:59 - loss: 328.7690 - logits_profile_predictions_loss: 326.4136 - logcount_predictions_loss: 0.3624 380/2386 [===>..........................] - ETA: 15:59 - loss: 328.7671 - logits_profile_predictions_loss: 326.4116 - logcount_predictions_loss: 0.3624 381/2386 [===>..........................] - ETA: 15:58 - loss: 328.7652 - logits_profile_predictions_loss: 326.4096 - logcount_predictions_loss: 0.3624 382/2386 [===>..........................] - ETA: 15:58 - loss: 328.7628 - logits_profile_predictions_loss: 326.4071 - logcount_predictions_loss: 0.3624 383/2386 [===>..........................] - ETA: 15:57 - loss: 328.7604 - logits_profile_predictions_loss: 326.4045 - logcount_predictions_loss: 0.3624 384/2386 [===>..........................] - ETA: 15:57 - loss: 328.7577 - logits_profile_predictions_loss: 326.4016 - logcount_predictions_loss: 0.3625 385/2386 [===>..........................] - ETA: 15:56 - loss: 328.7554 - logits_profile_predictions_loss: 326.3992 - logcount_predictions_loss: 0.3625 386/2386 [===>..........................] - ETA: 15:56 - loss: 328.7530 - logits_profile_predictions_loss: 326.3967 - logcount_predictions_loss: 0.3625 387/2386 [===>..........................] - ETA: 15:55 - loss: 328.7515 - logits_profile_predictions_loss: 326.3950 - logcount_predictions_loss: 0.3625 388/2386 [===>..........................] - ETA: 15:55 - loss: 328.7497 - logits_profile_predictions_loss: 326.3931 - logcount_predictions_loss: 0.3625 389/2386 [===>..........................] - ETA: 15:54 - loss: 328.7479 - logits_profile_predictions_loss: 326.3911 - logcount_predictions_loss: 0.3626 390/2386 [===>..........................] - ETA: 15:54 - loss: 328.7459 - logits_profile_predictions_loss: 326.3889 - logcount_predictions_loss: 0.3626 391/2386 [===>..........................] - ETA: 15:53 - loss: 328.7440 - logits_profile_predictions_loss: 326.3869 - logcount_predictions_loss: 0.3626 392/2386 [===>..........................] - ETA: 15:53 - loss: 328.7422 - logits_profile_predictions_loss: 326.3850 - logcount_predictions_loss: 0.3626 393/2386 [===>..........................] - ETA: 15:53 - loss: 328.7403 - logits_profile_predictions_loss: 326.3829 - logcount_predictions_loss: 0.3627 394/2386 [===>..........................] - ETA: 15:52 - loss: 328.7389 - logits_profile_predictions_loss: 326.3813 - logcount_predictions_loss: 0.3627 395/2386 [===>..........................] - ETA: 15:52 - loss: 328.7375 - logits_profile_predictions_loss: 326.3798 - logcount_predictions_loss: 0.3627 396/2386 [===>..........................] - ETA: 15:51 - loss: 328.7361 - logits_profile_predictions_loss: 326.3782 - logcount_predictions_loss: 0.3627 397/2386 [===>..........................] - ETA: 15:51 - loss: 328.7346 - logits_profile_predictions_loss: 326.3765 - logcount_predictions_loss: 0.3628 398/2386 [====>.........................] - ETA: 15:50 - loss: 328.7330 - logits_profile_predictions_loss: 326.3748 - logcount_predictions_loss: 0.3628 399/2386 [====>.........................] - ETA: 15:50 - loss: 328.7316 - logits_profile_predictions_loss: 326.3733 - logcount_predictions_loss: 0.3628 400/2386 [====>.........................] - ETA: 15:49 - loss: 328.7305 - logits_profile_predictions_loss: 326.3720 - logcount_predictions_loss: 0.3628 401/2386 [====>.........................] - ETA: 15:49 - loss: 328.7299 - logits_profile_predictions_loss: 326.3712 - logcount_predictions_loss: 0.3629 402/2386 [====>.........................] - ETA: 15:48 - loss: 328.7292 - logits_profile_predictions_loss: 326.3704 - logcount_predictions_loss: 0.3629 403/2386 [====>.........................] - ETA: 15:48 - loss: 328.7284 - logits_profile_predictions_loss: 326.3695 - logcount_predictions_loss: 0.3629 404/2386 [====>.........................] - ETA: 15:47 - loss: 328.7279 - logits_profile_predictions_loss: 326.3689 - logcount_predictions_loss: 0.3629 405/2386 [====>.........................] - ETA: 15:47 - loss: 328.7275 - logits_profile_predictions_loss: 326.3683 - logcount_predictions_loss: 0.3629 406/2386 [====>.........................] - ETA: 15:46 - loss: 328.7268 - logits_profile_predictions_loss: 326.3674 - logcount_predictions_loss: 0.3630 407/2386 [====>.........................] - ETA: 15:46 - loss: 328.7264 - logits_profile_predictions_loss: 326.3669 - logcount_predictions_loss: 0.3630 408/2386 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logits_profile_predictions_loss: 326.3583 - logcount_predictions_loss: 0.3631 415/2386 [====>.........................] - ETA: 15:42 - loss: 328.7172 - logits_profile_predictions_loss: 326.3568 - logcount_predictions_loss: 0.3631 416/2386 [====>.........................] - ETA: 15:42 - loss: 328.7158 - logits_profile_predictions_loss: 326.3553 - logcount_predictions_loss: 0.3632 417/2386 [====>.........................] - ETA: 15:41 - loss: 328.7145 - logits_profile_predictions_loss: 326.3539 - logcount_predictions_loss: 0.3632 418/2386 [====>.........................] - ETA: 15:41 - loss: 328.7134 - logits_profile_predictions_loss: 326.3527 - logcount_predictions_loss: 0.3632 419/2386 [====>.........................] - ETA: 15:40 - loss: 328.7124 - logits_profile_predictions_loss: 326.3515 - logcount_predictions_loss: 0.3632 420/2386 [====>.........................] - ETA: 15:40 - loss: 328.7118 - logits_profile_predictions_loss: 326.3509 - logcount_predictions_loss: 0.3632 421/2386 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[====>.........................] - ETA: 15:21 - loss: 328.6590 - logits_profile_predictions_loss: 326.2938 - logcount_predictions_loss: 0.3639 461/2386 [====>.........................] - ETA: 15:20 - loss: 328.6589 - logits_profile_predictions_loss: 326.2936 - logcount_predictions_loss: 0.3639 462/2386 [====>.........................] - ETA: 15:20 - loss: 328.6587 - logits_profile_predictions_loss: 326.2933 - logcount_predictions_loss: 0.3639 463/2386 [====>.........................] - ETA: 15:19 - loss: 328.6585 - logits_profile_predictions_loss: 326.2930 - logcount_predictions_loss: 0.3639 464/2386 [====>.........................] - ETA: 15:19 - loss: 328.6586 - logits_profile_predictions_loss: 326.2930 - logcount_predictions_loss: 0.3639 465/2386 [====>.........................] - ETA: 15:18 - loss: 328.6587 - logits_profile_predictions_loss: 326.2930 - logcount_predictions_loss: 0.3639 466/2386 [====>.........................] - ETA: 15:18 - loss: 328.6588 - 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[====>.........................] - ETA: 15:15 - loss: 328.6607 - logits_profile_predictions_loss: 326.2941 - logcount_predictions_loss: 0.3641 474/2386 [====>.........................] - ETA: 15:14 - loss: 328.6614 - logits_profile_predictions_loss: 326.2947 - logcount_predictions_loss: 0.3641 475/2386 [====>.........................] - ETA: 15:14 - loss: 328.6621 - logits_profile_predictions_loss: 326.2953 - logcount_predictions_loss: 0.3641 476/2386 [====>.........................] - ETA: 15:13 - loss: 328.6631 - logits_profile_predictions_loss: 326.2962 - logcount_predictions_loss: 0.3641 477/2386 [====>.........................] - ETA: 15:13 - loss: 328.6641 - logits_profile_predictions_loss: 326.2971 - logcount_predictions_loss: 0.3641 478/2386 [=====>........................] - ETA: 15:12 - loss: 328.6651 - logits_profile_predictions_loss: 326.2980 - logcount_predictions_loss: 0.3642 479/2386 [=====>........................] - ETA: 15:12 - loss: 328.6661 - 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[=====>........................] - ETA: 15:08 - loss: 328.6734 - logits_profile_predictions_loss: 326.3055 - logcount_predictions_loss: 0.3643 487/2386 [=====>........................] - ETA: 15:08 - loss: 328.6739 - logits_profile_predictions_loss: 326.3059 - logcount_predictions_loss: 0.3643 488/2386 [=====>........................] - ETA: 15:08 - loss: 328.6743 - logits_profile_predictions_loss: 326.3061 - logcount_predictions_loss: 0.3643 489/2386 [=====>........................] - ETA: 15:07 - loss: 328.6746 - logits_profile_predictions_loss: 326.3064 - logcount_predictions_loss: 0.3643 490/2386 [=====>........................] - ETA: 15:07 - loss: 328.6750 - logits_profile_predictions_loss: 326.3067 - logcount_predictions_loss: 0.3644 491/2386 [=====>........................] - ETA: 15:06 - loss: 328.6754 - logits_profile_predictions_loss: 326.3069 - logcount_predictions_loss: 0.3644 492/2386 [=====>........................] - ETA: 15:06 - loss: 328.6757 - 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[=====>........................] - ETA: 15:02 - loss: 328.6798 - logits_profile_predictions_loss: 326.3105 - logcount_predictions_loss: 0.3645 500/2386 [=====>........................] - ETA: 15:02 - loss: 328.6803 - logits_profile_predictions_loss: 326.3109 - logcount_predictions_loss: 0.3645 501/2386 [=====>........................] - ETA: 15:01 - loss: 328.6806 - logits_profile_predictions_loss: 326.3111 - logcount_predictions_loss: 0.3645 502/2386 [=====>........................] - ETA: 15:01 - loss: 328.6806 - logits_profile_predictions_loss: 326.3111 - logcount_predictions_loss: 0.3645 503/2386 [=====>........................] - ETA: 15:00 - loss: 328.6808 - logits_profile_predictions_loss: 326.3111 - logcount_predictions_loss: 0.3646 504/2386 [=====>........................] - ETA: 15:00 - loss: 328.6809 - logits_profile_predictions_loss: 326.3111 - logcount_predictions_loss: 0.3646 505/2386 [=====>........................] - ETA: 14:59 - loss: 328.6809 - 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[=====>........................] - ETA: 14:56 - loss: 328.6813 - logits_profile_predictions_loss: 326.3108 - logcount_predictions_loss: 0.3647 513/2386 [=====>........................] - ETA: 14:56 - loss: 328.6818 - logits_profile_predictions_loss: 326.3111 - logcount_predictions_loss: 0.3647 514/2386 [=====>........................] - ETA: 14:55 - loss: 328.6820 - logits_profile_predictions_loss: 326.3113 - logcount_predictions_loss: 0.3647 515/2386 [=====>........................] - ETA: 14:55 - loss: 328.6821 - logits_profile_predictions_loss: 326.3113 - logcount_predictions_loss: 0.3647 516/2386 [=====>........................] - ETA: 14:54 - loss: 328.6821 - logits_profile_predictions_loss: 326.3112 - logcount_predictions_loss: 0.3648 517/2386 [=====>........................] - ETA: 14:54 - loss: 328.6820 - logits_profile_predictions_loss: 326.3110 - logcount_predictions_loss: 0.3648 518/2386 [=====>........................] - ETA: 14:53 - loss: 328.6820 - 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[..............................] - ETA: 18:31 - loss: 341.5538 - logits_profile_predictions_loss: 339.0808 - logcount_predictions_loss: 0.3805 42/2386 [..............................] - ETA: 18:30 - loss: 341.5532 - logits_profile_predictions_loss: 339.0801 - logcount_predictions_loss: 0.3805 43/2386 [..............................] - ETA: 18:30 - loss: 341.5483 - logits_profile_predictions_loss: 339.0753 - logcount_predictions_loss: 0.3805 44/2386 [..............................] - ETA: 18:30 - loss: 341.5335 - logits_profile_predictions_loss: 339.0601 - logcount_predictions_loss: 0.3805 45/2386 [..............................] - ETA: 18:29 - loss: 341.5125 - logits_profile_predictions_loss: 339.0387 - logcount_predictions_loss: 0.3806 46/2386 [..............................] - ETA: 18:29 - loss: 341.4631 - logits_profile_predictions_loss: 338.9895 - logcount_predictions_loss: 0.3806 47/2386 [..............................] - ETA: 18:28 - loss: 341.4312 - 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[..............................] - ETA: 18:26 - loss: 341.1814 - logits_profile_predictions_loss: 338.7124 - logcount_predictions_loss: 0.3798 55/2386 [..............................] - ETA: 18:25 - loss: 341.1933 - logits_profile_predictions_loss: 338.7249 - logcount_predictions_loss: 0.3798 56/2386 [..............................] - ETA: 18:25 - loss: 341.2142 - logits_profile_predictions_loss: 338.7462 - logcount_predictions_loss: 0.3797 57/2386 [..............................] - ETA: 18:24 - loss: 341.2390 - logits_profile_predictions_loss: 338.7717 - logcount_predictions_loss: 0.3796 58/2386 [..............................] - ETA: 18:24 - loss: 341.2716 - logits_profile_predictions_loss: 338.8051 - logcount_predictions_loss: 0.3794 59/2386 [..............................] - ETA: 18:23 - loss: 341.3028 - logits_profile_predictions_loss: 338.8373 - logcount_predictions_loss: 0.3793 60/2386 [..............................] - ETA: 18:23 - loss: 341.3238 - 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[..............................] - ETA: 18:21 - loss: 341.2122 - logits_profile_predictions_loss: 338.7567 - logcount_predictions_loss: 0.3778 68/2386 [..............................] - ETA: 18:20 - loss: 341.1801 - logits_profile_predictions_loss: 338.7263 - logcount_predictions_loss: 0.3775 69/2386 [..............................] - ETA: 18:20 - loss: 341.1411 - logits_profile_predictions_loss: 338.6888 - logcount_predictions_loss: 0.3773 70/2386 [..............................] - ETA: 18:19 - loss: 341.0889 - logits_profile_predictions_loss: 338.6384 - logcount_predictions_loss: 0.3770 71/2386 [..............................] - ETA: 18:19 - loss: 341.0343 - logits_profile_predictions_loss: 338.5852 - logcount_predictions_loss: 0.3768 72/2386 [..............................] - ETA: 18:19 - loss: 340.9790 - logits_profile_predictions_loss: 338.5312 - logcount_predictions_loss: 0.3766 73/2386 [..............................] - ETA: 18:18 - loss: 340.9199 - 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[>.............................] - ETA: 18:15 - loss: 340.5273 - logits_profile_predictions_loss: 338.0875 - logcount_predictions_loss: 0.3753 81/2386 [>.............................] - ETA: 18:15 - loss: 340.4641 - logits_profile_predictions_loss: 338.0252 - logcount_predictions_loss: 0.3752 82/2386 [>.............................] - ETA: 18:14 - loss: 340.4040 - logits_profile_predictions_loss: 337.9659 - logcount_predictions_loss: 0.3751 83/2386 [>.............................] - ETA: 18:14 - loss: 340.3383 - logits_profile_predictions_loss: 337.9009 - logcount_predictions_loss: 0.3750 84/2386 [>.............................] - ETA: 18:13 - loss: 340.2748 - logits_profile_predictions_loss: 337.8382 - logcount_predictions_loss: 0.3749 85/2386 [>.............................] - ETA: 18:13 - loss: 340.2143 - logits_profile_predictions_loss: 337.7785 - logcount_predictions_loss: 0.3747 86/2386 [>.............................] - ETA: 18:12 - loss: 340.1579 - 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[============================>.] - ETA: 21s - loss: 330.8931 - logits_profile_predictions_loss: 328.5373 - logcount_predictions_loss: 0.3624 2343/2386 [============================>.] - ETA: 20s - loss: 330.8931 - logits_profile_predictions_loss: 328.5373 - logcount_predictions_loss: 0.3624 2344/2386 [============================>.] - ETA: 20s - loss: 330.8931 - logits_profile_predictions_loss: 328.5372 - logcount_predictions_loss: 0.3624 2345/2386 [============================>.] - ETA: 19s - loss: 330.8930 - logits_profile_predictions_loss: 328.5372 - logcount_predictions_loss: 0.3624 2346/2386 [============================>.] - ETA: 19s - loss: 330.8930 - logits_profile_predictions_loss: 328.5372 - logcount_predictions_loss: 0.3624 2347/2386 [============================>.] - ETA: 18s - loss: 330.8929 - logits_profile_predictions_loss: 328.5371 - logcount_predictions_loss: 0.3624 2348/2386 [============================>.] - ETA: 18s - loss: 330.8929 - 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[============================>.] - ETA: 8s - loss: 330.8924 - logits_profile_predictions_loss: 328.5367 - logcount_predictions_loss: 0.3624 2369/2386 [============================>.] - ETA: 8s - loss: 330.8924 - logits_profile_predictions_loss: 328.5367 - logcount_predictions_loss: 0.3624 2370/2386 [============================>.] - ETA: 7s - loss: 330.8924 - logits_profile_predictions_loss: 328.5367 - logcount_predictions_loss: 0.3624 2371/2386 [============================>.] - ETA: 7s - loss: 330.8923 - logits_profile_predictions_loss: 328.5367 - logcount_predictions_loss: 0.3624 2372/2386 [============================>.] - ETA: 6s - loss: 330.8923 - logits_profile_predictions_loss: 328.5367 - logcount_predictions_loss: 0.3624 2373/2386 [============================>.] - ETA: 6s - loss: 330.8923 - logits_profile_predictions_loss: 328.5367 - logcount_predictions_loss: 0.3624 2374/2386 [============================>.] - ETA: 5s - loss: 330.8923 - logits_profile_predictions_loss: 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[..............................] - ETA: 18:40 - loss: 348.5714 - logits_profile_predictions_loss: 346.1636 - logcount_predictions_loss: 0.3704 14/2386 [..............................] - ETA: 18:40 - loss: 347.8590 - logits_profile_predictions_loss: 345.4616 - logcount_predictions_loss: 0.3688 15/2386 [..............................] - ETA: 18:40 - loss: 347.0697 - logits_profile_predictions_loss: 344.6799 - logcount_predictions_loss: 0.3677 16/2386 [..............................] - ETA: 18:39 - loss: 346.1629 - logits_profile_predictions_loss: 343.7776 - logcount_predictions_loss: 0.3670 17/2386 [..............................] - ETA: 18:39 - loss: 345.4554 - logits_profile_predictions_loss: 343.0725 - logcount_predictions_loss: 0.3666 18/2386 [..............................] - ETA: 18:39 - loss: 344.8506 - logits_profile_predictions_loss: 342.4664 - logcount_predictions_loss: 0.3668 19/2386 [..............................] - ETA: 18:39 - loss: 344.3765 - logits_profile_predictions_loss: 341.9935 - logcount_predictions_loss: 0.3666 20/2386 [..............................] - ETA: 18:38 - loss: 343.7738 - logits_profile_predictions_loss: 341.3943 - logcount_predictions_loss: 0.3661 21/2386 [..............................] - ETA: 18:39 - loss: 343.2157 - logits_profile_predictions_loss: 340.8397 - logcount_predictions_loss: 0.3655 22/2386 [..............................] - ETA: 18:38 - loss: 342.8152 - logits_profile_predictions_loss: 340.4408 - logcount_predictions_loss: 0.3653 23/2386 [..............................] - ETA: 18:38 - loss: 342.3731 - logits_profile_predictions_loss: 339.9992 - logcount_predictions_loss: 0.3652 24/2386 [..............................] - ETA: 18:37 - loss: 341.9542 - logits_profile_predictions_loss: 339.5815 - logcount_predictions_loss: 0.3650 25/2386 [..............................] - ETA: 18:37 - loss: 341.6296 - logits_profile_predictions_loss: 339.2553 - logcount_predictions_loss: 0.3653 26/2386 [..............................] - ETA: 18:36 - loss: 341.3487 - logits_profile_predictions_loss: 338.9699 - logcount_predictions_loss: 0.3660 27/2386 [..............................] - ETA: 18:36 - loss: 341.1189 - logits_profile_predictions_loss: 338.7352 - logcount_predictions_loss: 0.3667 28/2386 [..............................] - ETA: 18:36 - loss: 340.8741 - logits_profile_predictions_loss: 338.4856 - logcount_predictions_loss: 0.3675 29/2386 [..............................] - ETA: 18:35 - loss: 340.5773 - logits_profile_predictions_loss: 338.1846 - logcount_predictions_loss: 0.3681 30/2386 [..............................] - ETA: 18:35 - loss: 340.3517 - logits_profile_predictions_loss: 337.9552 - logcount_predictions_loss: 0.3687 31/2386 [..............................] - ETA: 18:35 - loss: 340.1786 - logits_profile_predictions_loss: 337.7784 - logcount_predictions_loss: 0.3693 32/2386 [..............................] - ETA: 18:34 - loss: 339.9960 - logits_profile_predictions_loss: 337.5935 - logcount_predictions_loss: 0.3696 33/2386 [..............................] - ETA: 18:34 - loss: 339.8831 - logits_profile_predictions_loss: 337.4787 - logcount_predictions_loss: 0.3699 34/2386 [..............................] - ETA: 18:33 - loss: 339.7736 - logits_profile_predictions_loss: 337.3683 - logcount_predictions_loss: 0.3700 35/2386 [..............................] - ETA: 18:33 - loss: 339.7494 - logits_profile_predictions_loss: 337.3428 - logcount_predictions_loss: 0.3702 36/2386 [..............................] - ETA: 18:33 - loss: 339.6725 - logits_profile_predictions_loss: 337.2647 - logcount_predictions_loss: 0.3704 37/2386 [..............................] - ETA: 18:32 - loss: 339.5987 - logits_profile_predictions_loss: 337.1901 - logcount_predictions_loss: 0.3705 38/2386 [..............................] - ETA: 18:32 - loss: 339.5549 - logits_profile_predictions_loss: 337.1460 - logcount_predictions_loss: 0.3706 39/2386 [..............................] - ETA: 18:32 - loss: 339.5016 - logits_profile_predictions_loss: 337.0924 - logcount_predictions_loss: 0.3706 40/2386 [..............................] - ETA: 18:31 - loss: 339.4070 - logits_profile_predictions_loss: 336.9969 - logcount_predictions_loss: 0.3708 41/2386 [..............................] - ETA: 18:31 - loss: 339.2957 - logits_profile_predictions_loss: 336.8848 - logcount_predictions_loss: 0.3709 42/2386 [..............................] - ETA: 18:31 - loss: 339.2234 - logits_profile_predictions_loss: 336.8119 - logcount_predictions_loss: 0.3710 43/2386 [..............................] - ETA: 18:31 - loss: 339.1239 - logits_profile_predictions_loss: 336.7121 - logcount_predictions_loss: 0.3710 44/2386 [..............................] - ETA: 18:30 - loss: 339.0451 - logits_profile_predictions_loss: 336.6326 - logcount_predictions_loss: 0.3712 45/2386 [..............................] - ETA: 18:30 - loss: 338.9550 - logits_profile_predictions_loss: 336.5420 - logcount_predictions_loss: 0.3712 46/2386 [..............................] - ETA: 18:29 - loss: 338.8157 - logits_profile_predictions_loss: 336.4023 - logcount_predictions_loss: 0.3713 47/2386 [..............................] - ETA: 18:29 - loss: 338.6689 - logits_profile_predictions_loss: 336.2547 - logcount_predictions_loss: 0.3714 48/2386 [..............................] - ETA: 18:28 - loss: 338.5129 - logits_profile_predictions_loss: 336.0984 - logcount_predictions_loss: 0.3715 49/2386 [..............................] - ETA: 18:28 - loss: 338.3771 - logits_profile_predictions_loss: 335.9623 - logcount_predictions_loss: 0.3715 50/2386 [..............................] - ETA: 18:28 - loss: 338.2438 - logits_profile_predictions_loss: 335.8288 - logcount_predictions_loss: 0.3715 51/2386 [..............................] - ETA: 18:27 - loss: 338.1309 - logits_profile_predictions_loss: 335.7158 - logcount_predictions_loss: 0.3716 52/2386 [..............................] - ETA: 18:27 - loss: 338.0141 - logits_profile_predictions_loss: 335.5983 - logcount_predictions_loss: 0.3716 53/2386 [..............................] - ETA: 18:26 - loss: 337.9092 - logits_profile_predictions_loss: 335.4930 - logcount_predictions_loss: 0.3717 54/2386 [..............................] - ETA: 18:26 - loss: 337.8027 - logits_profile_predictions_loss: 335.3862 - logcount_predictions_loss: 0.3718 55/2386 [..............................] - ETA: 18:26 - loss: 337.6982 - logits_profile_predictions_loss: 335.2815 - logcount_predictions_loss: 0.3718 56/2386 [..............................] - ETA: 18:25 - loss: 337.5818 - logits_profile_predictions_loss: 335.1650 - logcount_predictions_loss: 0.3718 57/2386 [..............................] - ETA: 18:25 - loss: 337.4647 - logits_profile_predictions_loss: 335.0474 - logcount_predictions_loss: 0.3719 58/2386 [..............................] - ETA: 18:24 - loss: 337.3515 - logits_profile_predictions_loss: 334.9340 - logcount_predictions_loss: 0.3719 59/2386 [..............................] - ETA: 18:24 - loss: 337.2297 - logits_profile_predictions_loss: 334.8122 - logcount_predictions_loss: 0.3719 60/2386 [..............................] - ETA: 18:23 - loss: 337.1034 - logits_profile_predictions_loss: 334.6862 - logcount_predictions_loss: 0.3719 61/2386 [..............................] - ETA: 18:23 - loss: 336.9767 - logits_profile_predictions_loss: 334.5596 - logcount_predictions_loss: 0.3718 62/2386 [..............................] - ETA: 18:23 - loss: 336.8575 - logits_profile_predictions_loss: 334.4404 - logcount_predictions_loss: 0.3719 63/2386 [..............................] - ETA: 18:22 - loss: 336.7261 - logits_profile_predictions_loss: 334.3090 - logcount_predictions_loss: 0.3719 64/2386 [..............................] - ETA: 18:22 - loss: 336.5928 - logits_profile_predictions_loss: 334.1757 - logcount_predictions_loss: 0.3719 65/2386 [..............................] - ETA: 18:21 - loss: 336.4756 - logits_profile_predictions_loss: 334.0584 - logcount_predictions_loss: 0.3719 66/2386 [..............................] - ETA: 18:21 - loss: 336.3571 - logits_profile_predictions_loss: 333.9399 - logcount_predictions_loss: 0.3719 67/2386 [..............................] - ETA: 18:20 - loss: 336.2424 - logits_profile_predictions_loss: 333.8251 - logcount_predictions_loss: 0.3719 68/2386 [..............................] - ETA: 18:20 - loss: 336.1461 - logits_profile_predictions_loss: 333.7287 - logcount_predictions_loss: 0.3719 69/2386 [..............................] - ETA: 18:19 - loss: 336.0440 - logits_profile_predictions_loss: 333.6264 - logcount_predictions_loss: 0.3719 70/2386 [..............................] - ETA: 18:19 - loss: 335.9660 - logits_profile_predictions_loss: 333.5481 - logcount_predictions_loss: 0.3720 71/2386 [..............................] - ETA: 18:19 - loss: 335.8930 - 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[..............................] - ETA: 18:45 - loss: 346.1417 - logits_profile_predictions_loss: 343.9484 - logcount_predictions_loss: 0.3374 12/2386 [..............................] - ETA: 18:45 - loss: 345.5066 - logits_profile_predictions_loss: 343.3222 - logcount_predictions_loss: 0.3361 13/2386 [..............................] - ETA: 18:45 - loss: 344.8338 - logits_profile_predictions_loss: 342.6551 - logcount_predictions_loss: 0.3352 14/2386 [..............................] - ETA: 18:44 - loss: 344.4688 - logits_profile_predictions_loss: 342.2923 - logcount_predictions_loss: 0.3348 15/2386 [..............................] - ETA: 18:43 - loss: 344.1738 - logits_profile_predictions_loss: 341.9992 - logcount_predictions_loss: 0.3346 16/2386 [..............................] - ETA: 18:43 - loss: 343.9414 - logits_profile_predictions_loss: 341.7710 - logcount_predictions_loss: 0.3339 17/2386 [..............................] - ETA: 18:43 - loss: 343.6661 - 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[..............................] - ETA: 18:40 - loss: 342.5631 - logits_profile_predictions_loss: 340.4153 - logcount_predictions_loss: 0.3304 25/2386 [..............................] - ETA: 18:39 - loss: 342.5219 - logits_profile_predictions_loss: 340.3756 - logcount_predictions_loss: 0.3302 26/2386 [..............................] - ETA: 18:39 - loss: 342.4137 - logits_profile_predictions_loss: 340.2697 - logcount_predictions_loss: 0.3298 27/2386 [..............................] - ETA: 18:38 - loss: 342.2315 - logits_profile_predictions_loss: 340.0903 - logcount_predictions_loss: 0.3294 28/2386 [..............................] - ETA: 18:38 - loss: 341.9717 - logits_profile_predictions_loss: 339.8333 - logcount_predictions_loss: 0.3290 29/2386 [..............................] - ETA: 18:38 - loss: 341.7453 - logits_profile_predictions_loss: 339.6097 - logcount_predictions_loss: 0.3285 30/2386 [..............................] - ETA: 18:37 - loss: 341.5543 - 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[..............................] - ETA: 18:34 - loss: 339.8426 - logits_profile_predictions_loss: 337.7265 - logcount_predictions_loss: 0.3256 38/2386 [..............................] - ETA: 18:34 - loss: 339.5616 - logits_profile_predictions_loss: 337.4464 - logcount_predictions_loss: 0.3254 39/2386 [..............................] - ETA: 18:34 - loss: 339.3112 - logits_profile_predictions_loss: 337.1969 - logcount_predictions_loss: 0.3253 40/2386 [..............................] - ETA: 18:34 - loss: 339.1135 - logits_profile_predictions_loss: 336.9987 - logcount_predictions_loss: 0.3253 41/2386 [..............................] - ETA: 18:33 - loss: 338.8870 - logits_profile_predictions_loss: 336.7722 - logcount_predictions_loss: 0.3253 42/2386 [..............................] - ETA: 18:33 - loss: 338.6997 - logits_profile_predictions_loss: 336.5850 - logcount_predictions_loss: 0.3253 43/2386 [..............................] - ETA: 18:32 - loss: 338.5102 - 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[===>..........................] - ETA: 16:25 - loss: 330.2618 - logits_profile_predictions_loss: 328.0972 - logcount_predictions_loss: 0.3330 324/2386 [===>..........................] - ETA: 16:24 - loss: 330.2543 - logits_profile_predictions_loss: 328.0896 - logcount_predictions_loss: 0.3331 325/2386 [===>..........................] - ETA: 16:24 - loss: 330.2468 - logits_profile_predictions_loss: 328.0819 - logcount_predictions_loss: 0.3331 326/2386 [===>..........................] - ETA: 16:23 - loss: 330.2391 - logits_profile_predictions_loss: 328.0741 - logcount_predictions_loss: 0.3331 327/2386 [===>..........................] - ETA: 16:23 - loss: 330.2317 - logits_profile_predictions_loss: 328.0666 - logcount_predictions_loss: 0.3331 328/2386 [===>..........................] - ETA: 16:22 - loss: 330.2242 - logits_profile_predictions_loss: 328.0589 - logcount_predictions_loss: 0.3331 329/2386 [===>..........................] - ETA: 16:22 - loss: 330.2163 - 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[====>.........................] - ETA: 15:30 - loss: 329.8636 - logits_profile_predictions_loss: 327.6870 - logcount_predictions_loss: 0.3349 441/2386 [====>.........................] - ETA: 15:29 - loss: 329.8600 - logits_profile_predictions_loss: 327.6833 - logcount_predictions_loss: 0.3349 442/2386 [====>.........................] - ETA: 15:29 - loss: 329.8563 - logits_profile_predictions_loss: 327.6796 - logcount_predictions_loss: 0.3349 443/2386 [====>.........................] - ETA: 15:28 - loss: 329.8524 - logits_profile_predictions_loss: 327.6756 - logcount_predictions_loss: 0.3349 444/2386 [====>.........................] - ETA: 15:28 - loss: 329.8485 - logits_profile_predictions_loss: 327.6716 - logcount_predictions_loss: 0.3349 445/2386 [====>.........................] - ETA: 15:27 - loss: 329.8450 - logits_profile_predictions_loss: 327.6680 - logcount_predictions_loss: 0.3349 446/2386 [====>.........................] - ETA: 15:27 - loss: 329.8418 - 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[..............................] - ETA: 18:41 - loss: 316.7144 - logits_profile_predictions_loss: 314.2858 - logcount_predictions_loss: 0.3736 10/2386 [..............................] - ETA: 18:41 - loss: 316.3724 - logits_profile_predictions_loss: 313.9656 - logcount_predictions_loss: 0.3703 11/2386 [..............................] - ETA: 18:41 - loss: 315.8329 - logits_profile_predictions_loss: 313.4432 - logcount_predictions_loss: 0.3677 12/2386 [..............................] - ETA: 18:41 - loss: 315.2809 - logits_profile_predictions_loss: 312.9082 - logcount_predictions_loss: 0.3650 13/2386 [..............................] - ETA: 18:40 - loss: 315.1393 - logits_profile_predictions_loss: 312.7800 - logcount_predictions_loss: 0.3630 14/2386 [..............................] - ETA: 18:40 - loss: 314.9933 - logits_profile_predictions_loss: 312.6490 - logcount_predictions_loss: 0.3607 15/2386 [..............................] - ETA: 18:40 - loss: 315.0809 - 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[..............................] - ETA: 18:38 - loss: 314.3588 - logits_profile_predictions_loss: 312.0562 - logcount_predictions_loss: 0.3542 23/2386 [..............................] - ETA: 18:38 - loss: 314.3474 - logits_profile_predictions_loss: 312.0480 - logcount_predictions_loss: 0.3538 24/2386 [..............................] - ETA: 18:37 - loss: 314.3951 - logits_profile_predictions_loss: 312.0978 - logcount_predictions_loss: 0.3534 25/2386 [..............................] - ETA: 18:37 - loss: 314.4220 - logits_profile_predictions_loss: 312.1277 - logcount_predictions_loss: 0.3530 26/2386 [..............................] - ETA: 18:37 - loss: 314.4761 - logits_profile_predictions_loss: 312.1847 - logcount_predictions_loss: 0.3525 27/2386 [..............................] - ETA: 18:36 - loss: 314.6374 - logits_profile_predictions_loss: 312.3485 - logcount_predictions_loss: 0.3521 28/2386 [..............................] - ETA: 18:36 - loss: 314.7420 - 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[==>...........................] - ETA: 16:37 - loss: 328.3127 - logits_profile_predictions_loss: 326.1325 - logcount_predictions_loss: 0.3354 296/2386 [==>...........................] - ETA: 16:36 - loss: 328.3129 - logits_profile_predictions_loss: 326.1330 - logcount_predictions_loss: 0.3353 297/2386 [==>...........................] - ETA: 16:36 - loss: 328.3130 - logits_profile_predictions_loss: 326.1334 - logcount_predictions_loss: 0.3353 298/2386 [==>...........................] - ETA: 16:35 - loss: 328.3129 - logits_profile_predictions_loss: 326.1337 - logcount_predictions_loss: 0.3353 299/2386 [==>...........................] - ETA: 16:35 - loss: 328.3124 - logits_profile_predictions_loss: 326.1335 - logcount_predictions_loss: 0.3352 300/2386 [==>...........................] - ETA: 16:34 - loss: 328.3127 - logits_profile_predictions_loss: 326.1340 - logcount_predictions_loss: 0.3352 301/2386 [==>...........................] - ETA: 16:34 - loss: 328.3125 - 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[==>...........................] - ETA: 16:31 - loss: 328.3105 - logits_profile_predictions_loss: 326.1338 - logcount_predictions_loss: 0.3349 309/2386 [==>...........................] - ETA: 16:30 - loss: 328.3098 - logits_profile_predictions_loss: 326.1334 - logcount_predictions_loss: 0.3348 310/2386 [==>...........................] - ETA: 16:30 - loss: 328.3091 - logits_profile_predictions_loss: 326.1329 - logcount_predictions_loss: 0.3348 311/2386 [==>...........................] - ETA: 16:29 - loss: 328.3083 - logits_profile_predictions_loss: 326.1324 - logcount_predictions_loss: 0.3347 312/2386 [==>...........................] - ETA: 16:29 - loss: 328.3074 - logits_profile_predictions_loss: 326.1317 - logcount_predictions_loss: 0.3347 313/2386 [==>...........................] - ETA: 16:28 - loss: 328.3070 - logits_profile_predictions_loss: 326.1315 - logcount_predictions_loss: 0.3347 314/2386 [==>...........................] - ETA: 16:28 - loss: 328.3061 - 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[===>..........................] - ETA: 16:25 - loss: 328.2995 - logits_profile_predictions_loss: 326.1260 - logcount_predictions_loss: 0.3344 322/2386 [===>..........................] - ETA: 16:24 - loss: 328.2983 - logits_profile_predictions_loss: 326.1250 - logcount_predictions_loss: 0.3343 323/2386 [===>..........................] - ETA: 16:24 - loss: 328.2974 - logits_profile_predictions_loss: 326.1242 - logcount_predictions_loss: 0.3343 324/2386 [===>..........................] - ETA: 16:23 - loss: 328.2962 - logits_profile_predictions_loss: 326.1233 - logcount_predictions_loss: 0.3343 325/2386 [===>..........................] - ETA: 16:23 - loss: 328.2947 - logits_profile_predictions_loss: 326.1220 - logcount_predictions_loss: 0.3342 326/2386 [===>..........................] - ETA: 16:22 - loss: 328.2933 - logits_profile_predictions_loss: 326.1208 - logcount_predictions_loss: 0.3342 327/2386 [===>..........................] - ETA: 16:22 - loss: 328.2918 - 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[===>..........................] - ETA: 16:18 - loss: 328.2875 - logits_profile_predictions_loss: 326.1165 - logcount_predictions_loss: 0.3340 335/2386 [===>..........................] - ETA: 16:18 - loss: 328.2873 - logits_profile_predictions_loss: 326.1165 - logcount_predictions_loss: 0.3339 336/2386 [===>..........................] - ETA: 16:17 - loss: 328.2877 - logits_profile_predictions_loss: 326.1171 - logcount_predictions_loss: 0.3339 337/2386 [===>..........................] - ETA: 16:17 - loss: 328.2882 - logits_profile_predictions_loss: 326.1178 - logcount_predictions_loss: 0.3339 338/2386 [===>..........................] - ETA: 16:17 - loss: 328.2885 - logits_profile_predictions_loss: 326.1183 - logcount_predictions_loss: 0.3339 339/2386 [===>..........................] - ETA: 16:16 - loss: 328.2882 - logits_profile_predictions_loss: 326.1182 - logcount_predictions_loss: 0.3338 340/2386 [===>..........................] - ETA: 16:16 - loss: 328.2874 - logits_profile_predictions_loss: 326.1176 - logcount_predictions_loss: 0.3338 341/2386 [===>..........................] - ETA: 16:15 - loss: 328.2865 - logits_profile_predictions_loss: 326.1169 - logcount_predictions_loss: 0.3338 342/2386 [===>..........................] - ETA: 16:15 - loss: 328.2852 - logits_profile_predictions_loss: 326.1158 - logcount_predictions_loss: 0.3337 343/2386 [===>..........................] - ETA: 16:14 - loss: 328.2839 - logits_profile_predictions_loss: 326.1148 - logcount_predictions_loss: 0.3337 344/2386 [===>..........................] - ETA: 16:14 - loss: 328.2830 - logits_profile_predictions_loss: 326.1141 - logcount_predictions_loss: 0.3337 345/2386 [===>..........................] - ETA: 16:13 - loss: 328.2823 - logits_profile_predictions_loss: 326.1136 - logcount_predictions_loss: 0.3336 346/2386 [===>..........................] - ETA: 16:13 - loss: 328.2816 - logits_profile_predictions_loss: 326.1131 - logcount_predictions_loss: 0.3336 347/2386 [===>..........................] - ETA: 16:12 - loss: 328.2810 - logits_profile_predictions_loss: 326.1127 - logcount_predictions_loss: 0.3336 348/2386 [===>..........................] - ETA: 16:12 - loss: 328.2803 - logits_profile_predictions_loss: 326.1122 - logcount_predictions_loss: 0.3335 349/2386 [===>..........................] - ETA: 16:11 - loss: 328.2796 - logits_profile_predictions_loss: 326.1118 - logcount_predictions_loss: 0.3335 350/2386 [===>..........................] - ETA: 16:11 - loss: 328.2789 - logits_profile_predictions_loss: 326.1113 - logcount_predictions_loss: 0.3335 351/2386 [===>..........................] - ETA: 16:10 - loss: 328.2781 - logits_profile_predictions_loss: 326.1106 - logcount_predictions_loss: 0.3334 352/2386 [===>..........................] - ETA: 16:10 - loss: 328.2772 - logits_profile_predictions_loss: 326.1100 - logcount_predictions_loss: 0.3334 353/2386 [===>..........................] - ETA: 16:10 - loss: 328.2765 - logits_profile_predictions_loss: 326.1095 - logcount_predictions_loss: 0.3334 354/2386 [===>..........................] - ETA: 16:09 - loss: 328.2760 - logits_profile_predictions_loss: 326.1092 - logcount_predictions_loss: 0.3333 355/2386 [===>..........................] - ETA: 16:09 - loss: 328.2762 - logits_profile_predictions_loss: 326.1096 - logcount_predictions_loss: 0.3333 356/2386 [===>..........................] - ETA: 16:08 - loss: 328.2762 - logits_profile_predictions_loss: 326.1098 - logcount_predictions_loss: 0.3333 357/2386 [===>..........................] - ETA: 16:08 - loss: 328.2761 - logits_profile_predictions_loss: 326.1099 - logcount_predictions_loss: 0.3332 358/2386 [===>..........................] - ETA: 16:07 - loss: 328.2760 - logits_profile_predictions_loss: 326.1101 - logcount_predictions_loss: 0.3332 359/2386 [===>..........................] - ETA: 16:07 - loss: 328.2759 - logits_profile_predictions_loss: 326.1102 - logcount_predictions_loss: 0.3332 360/2386 [===>..........................] - ETA: 16:06 - loss: 328.2754 - logits_profile_predictions_loss: 326.1098 - logcount_predictions_loss: 0.3331 361/2386 [===>..........................] - ETA: 16:06 - loss: 328.2748 - logits_profile_predictions_loss: 326.1094 - logcount_predictions_loss: 0.3331 362/2386 [===>..........................] - ETA: 16:05 - loss: 328.2741 - logits_profile_predictions_loss: 326.1090 - logcount_predictions_loss: 0.3331 363/2386 [===>..........................] - ETA: 16:05 - loss: 328.2731 - logits_profile_predictions_loss: 326.1082 - logcount_predictions_loss: 0.3330 364/2386 [===>..........................] - ETA: 16:04 - loss: 328.2720 - logits_profile_predictions_loss: 326.1073 - logcount_predictions_loss: 0.3330 365/2386 [===>..........................] - ETA: 16:04 - loss: 328.2708 - logits_profile_predictions_loss: 326.1063 - logcount_predictions_loss: 0.3330 366/2386 [===>..........................] - ETA: 16:03 - loss: 328.2697 - logits_profile_predictions_loss: 326.1055 - logcount_predictions_loss: 0.3329 367/2386 [===>..........................] - ETA: 16:03 - loss: 328.2688 - logits_profile_predictions_loss: 326.1048 - logcount_predictions_loss: 0.3329 368/2386 [===>..........................] - ETA: 16:02 - loss: 328.2681 - logits_profile_predictions_loss: 326.1043 - logcount_predictions_loss: 0.3329 369/2386 [===>..........................] - ETA: 16:02 - loss: 328.2670 - logits_profile_predictions_loss: 326.1034 - logcount_predictions_loss: 0.3328 370/2386 [===>..........................] - ETA: 16:02 - loss: 328.2656 - logits_profile_predictions_loss: 326.1022 - logcount_predictions_loss: 0.3328 371/2386 [===>..........................] - ETA: 16:01 - loss: 328.2644 - logits_profile_predictions_loss: 326.1012 - logcount_predictions_loss: 0.3328 372/2386 [===>..........................] - ETA: 16:01 - loss: 328.2632 - logits_profile_predictions_loss: 326.1002 - logcount_predictions_loss: 0.3328 373/2386 [===>..........................] - ETA: 16:00 - loss: 328.2616 - logits_profile_predictions_loss: 326.0988 - logcount_predictions_loss: 0.3327 374/2386 [===>..........................] - ETA: 16:00 - loss: 328.2597 - logits_profile_predictions_loss: 326.0971 - logcount_predictions_loss: 0.3327 375/2386 [===>..........................] - ETA: 15:59 - loss: 328.2577 - logits_profile_predictions_loss: 326.0953 - logcount_predictions_loss: 0.3327 376/2386 [===>..........................] - ETA: 15:59 - loss: 328.2557 - logits_profile_predictions_loss: 326.0934 - logcount_predictions_loss: 0.3326 377/2386 [===>..........................] - ETA: 15:58 - loss: 328.2533 - logits_profile_predictions_loss: 326.0913 - logcount_predictions_loss: 0.3326 378/2386 [===>..........................] - ETA: 15:58 - loss: 328.2511 - logits_profile_predictions_loss: 326.0893 - logcount_predictions_loss: 0.3326 379/2386 [===>..........................] - ETA: 15:57 - loss: 328.2486 - logits_profile_predictions_loss: 326.0870 - logcount_predictions_loss: 0.3325 380/2386 [===>..........................] - ETA: 15:57 - loss: 328.2457 - logits_profile_predictions_loss: 326.0843 - logcount_predictions_loss: 0.3325 381/2386 [===>..........................] - ETA: 15:56 - loss: 328.2427 - logits_profile_predictions_loss: 326.0814 - logcount_predictions_loss: 0.3325 382/2386 [===>..........................] - ETA: 15:56 - loss: 328.2396 - logits_profile_predictions_loss: 326.0786 - logcount_predictions_loss: 0.3325 383/2386 [===>..........................] - ETA: 15:55 - loss: 328.2366 - logits_profile_predictions_loss: 326.0758 - logcount_predictions_loss: 0.3324 384/2386 [===>..........................] - ETA: 15:55 - loss: 328.2336 - logits_profile_predictions_loss: 326.0729 - logcount_predictions_loss: 0.3324 385/2386 [===>..........................] - ETA: 15:54 - loss: 328.2307 - logits_profile_predictions_loss: 326.0702 - logcount_predictions_loss: 0.3324 386/2386 [===>..........................] - ETA: 15:54 - loss: 328.2271 - logits_profile_predictions_loss: 326.0668 - logcount_predictions_loss: 0.3323 387/2386 [===>..........................] - ETA: 15:54 - loss: 328.2235 - logits_profile_predictions_loss: 326.0633 - logcount_predictions_loss: 0.3323 388/2386 [===>..........................] - ETA: 15:53 - loss: 328.2203 - logits_profile_predictions_loss: 326.0603 - logcount_predictions_loss: 0.3323 389/2386 [===>..........................] - ETA: 15:53 - loss: 328.2170 - logits_profile_predictions_loss: 326.0573 - logcount_predictions_loss: 0.3323 390/2386 [===>..........................] - ETA: 15:52 - loss: 328.2139 - logits_profile_predictions_loss: 326.0543 - logcount_predictions_loss: 0.3322 391/2386 [===>..........................] - ETA: 15:52 - loss: 328.2103 - logits_profile_predictions_loss: 326.0509 - logcount_predictions_loss: 0.3322 392/2386 [===>..........................] - ETA: 15:51 - loss: 328.2066 - logits_profile_predictions_loss: 326.0474 - logcount_predictions_loss: 0.3322 393/2386 [===>..........................] - ETA: 15:51 - loss: 328.2031 - logits_profile_predictions_loss: 326.0441 - logcount_predictions_loss: 0.3321 394/2386 [===>..........................] - ETA: 15:50 - loss: 328.1999 - logits_profile_predictions_loss: 326.0410 - logcount_predictions_loss: 0.3321 395/2386 [===>..........................] - ETA: 15:50 - loss: 328.1968 - logits_profile_predictions_loss: 326.0380 - logcount_predictions_loss: 0.3321 396/2386 [===>..........................] - ETA: 15:49 - loss: 328.1932 - logits_profile_predictions_loss: 326.0347 - logcount_predictions_loss: 0.3321 397/2386 [===>..........................] - ETA: 15:49 - loss: 328.1899 - logits_profile_predictions_loss: 326.0315 - logcount_predictions_loss: 0.3320 398/2386 [====>.........................] - ETA: 15:48 - loss: 328.1865 - logits_profile_predictions_loss: 326.0283 - logcount_predictions_loss: 0.3320 399/2386 [====>.........................] - ETA: 15:48 - loss: 328.1833 - logits_profile_predictions_loss: 326.0253 - logcount_predictions_loss: 0.3320 400/2386 [====>.........................] - ETA: 15:47 - loss: 328.1800 - logits_profile_predictions_loss: 326.0222 - logcount_predictions_loss: 0.3320 401/2386 [====>.........................] - ETA: 15:47 - loss: 328.1771 - logits_profile_predictions_loss: 326.0194 - logcount_predictions_loss: 0.3319 402/2386 [====>.........................] - ETA: 15:46 - loss: 328.1738 - logits_profile_predictions_loss: 326.0163 - logcount_predictions_loss: 0.3319 403/2386 [====>.........................] - ETA: 15:46 - loss: 328.1705 - logits_profile_predictions_loss: 326.0131 - logcount_predictions_loss: 0.3319 404/2386 [====>.........................] - ETA: 15:46 - loss: 328.1671 - logits_profile_predictions_loss: 326.0099 - logcount_predictions_loss: 0.3318 405/2386 [====>.........................] - ETA: 15:45 - loss: 328.1639 - logits_profile_predictions_loss: 326.0069 - logcount_predictions_loss: 0.3318 406/2386 [====>.........................] - ETA: 15:45 - loss: 328.1608 - logits_profile_predictions_loss: 326.0040 - logcount_predictions_loss: 0.3318 407/2386 [====>.........................] - ETA: 15:44 - loss: 328.1577 - logits_profile_predictions_loss: 326.0010 - logcount_predictions_loss: 0.3318 408/2386 [====>.........................] - ETA: 15:44 - loss: 328.1545 - logits_profile_predictions_loss: 325.9979 - logcount_predictions_loss: 0.3318 409/2386 [====>.........................] - ETA: 15:43 - loss: 328.1515 - logits_profile_predictions_loss: 325.9951 - logcount_predictions_loss: 0.3317 410/2386 [====>.........................] - ETA: 15:43 - loss: 328.1484 - logits_profile_predictions_loss: 325.9922 - logcount_predictions_loss: 0.3317 411/2386 [====>.........................] - ETA: 15:42 - loss: 328.1454 - logits_profile_predictions_loss: 325.9893 - logcount_predictions_loss: 0.3317 412/2386 [====>.........................] - ETA: 15:42 - loss: 328.1427 - logits_profile_predictions_loss: 325.9868 - logcount_predictions_loss: 0.3317 413/2386 [====>.........................] - ETA: 15:41 - loss: 328.1399 - logits_profile_predictions_loss: 325.9841 - logcount_predictions_loss: 0.3316 414/2386 [====>.........................] - ETA: 15:41 - loss: 328.1372 - logits_profile_predictions_loss: 325.9815 - logcount_predictions_loss: 0.3316 415/2386 [====>.........................] - ETA: 15:40 - loss: 328.1345 - logits_profile_predictions_loss: 325.9790 - logcount_predictions_loss: 0.3316 416/2386 [====>.........................] - ETA: 15:40 - loss: 328.1318 - logits_profile_predictions_loss: 325.9765 - logcount_predictions_loss: 0.3316 417/2386 [====>.........................] - ETA: 15:39 - loss: 328.1288 - logits_profile_predictions_loss: 325.9736 - logcount_predictions_loss: 0.3316 418/2386 [====>.........................] - ETA: 15:39 - loss: 328.1261 - logits_profile_predictions_loss: 325.9710 - logcount_predictions_loss: 0.3315 419/2386 [====>.........................] - ETA: 15:38 - loss: 328.1232 - logits_profile_predictions_loss: 325.9682 - logcount_predictions_loss: 0.3315 420/2386 [====>.........................] - ETA: 15:38 - loss: 328.1200 - logits_profile_predictions_loss: 325.9651 - logcount_predictions_loss: 0.3315 421/2386 [====>.........................] - ETA: 15:37 - loss: 328.1167 - logits_profile_predictions_loss: 325.9620 - logcount_predictions_loss: 0.3315 422/2386 [====>.........................] - ETA: 15:37 - loss: 328.1135 - logits_profile_predictions_loss: 325.9590 - logcount_predictions_loss: 0.3314 423/2386 [====>.........................] - ETA: 15:37 - loss: 328.1105 - logits_profile_predictions_loss: 325.9560 - logcount_predictions_loss: 0.3314 424/2386 [====>.........................] - ETA: 15:36 - loss: 328.1074 - logits_profile_predictions_loss: 325.9531 - logcount_predictions_loss: 0.3314 425/2386 [====>.........................] - ETA: 15:36 - loss: 328.1044 - logits_profile_predictions_loss: 325.9502 - logcount_predictions_loss: 0.3314 426/2386 [====>.........................] - ETA: 15:35 - loss: 328.1016 - logits_profile_predictions_loss: 325.9475 - logcount_predictions_loss: 0.3314 427/2386 [====>.........................] - ETA: 15:35 - loss: 328.0989 - logits_profile_predictions_loss: 325.9450 - logcount_predictions_loss: 0.3313 428/2386 [====>.........................] - ETA: 15:34 - loss: 328.0963 - logits_profile_predictions_loss: 325.9426 - logcount_predictions_loss: 0.3313 429/2386 [====>.........................] - ETA: 15:34 - loss: 328.0936 - logits_profile_predictions_loss: 325.9400 - logcount_predictions_loss: 0.3313 430/2386 [====>.........................] - ETA: 15:33 - loss: 328.0910 - logits_profile_predictions_loss: 325.9374 - logcount_predictions_loss: 0.3313 431/2386 [====>.........................] - ETA: 15:33 - loss: 328.0885 - logits_profile_predictions_loss: 325.9351 - logcount_predictions_loss: 0.3313 432/2386 [====>.........................] - ETA: 15:32 - loss: 328.0858 - logits_profile_predictions_loss: 325.9324 - logcount_predictions_loss: 0.3313 433/2386 [====>.........................] - ETA: 15:32 - loss: 328.0829 - logits_profile_predictions_loss: 325.9297 - logcount_predictions_loss: 0.3312 434/2386 [====>.........................] - ETA: 15:31 - loss: 328.0804 - logits_profile_predictions_loss: 325.9272 - logcount_predictions_loss: 0.3312 435/2386 [====>.........................] - ETA: 15:31 - loss: 328.0778 - logits_profile_predictions_loss: 325.9248 - logcount_predictions_loss: 0.3312 436/2386 [====>.........................] - ETA: 15:31 - loss: 328.0756 - logits_profile_predictions_loss: 325.9227 - logcount_predictions_loss: 0.3312 437/2386 [====>.........................] - ETA: 15:30 - loss: 328.0733 - logits_profile_predictions_loss: 325.9205 - logcount_predictions_loss: 0.3312 438/2386 [====>.........................] - ETA: 15:30 - loss: 328.0713 - logits_profile_predictions_loss: 325.9186 - logcount_predictions_loss: 0.3312 439/2386 [====>.........................] - ETA: 15:29 - loss: 328.0689 - logits_profile_predictions_loss: 325.9163 - logcount_predictions_loss: 0.3311 440/2386 [====>.........................] - ETA: 15:29 - loss: 328.0665 - logits_profile_predictions_loss: 325.9140 - logcount_predictions_loss: 0.3311 441/2386 [====>.........................] - ETA: 15:28 - loss: 328.0639 - logits_profile_predictions_loss: 325.9115 - logcount_predictions_loss: 0.3311 442/2386 [====>.........................] - ETA: 15:28 - loss: 328.0610 - logits_profile_predictions_loss: 325.9087 - logcount_predictions_loss: 0.3311 443/2386 [====>.........................] - ETA: 15:27 - loss: 328.0582 - logits_profile_predictions_loss: 325.9060 - logcount_predictions_loss: 0.3311 444/2386 [====>.........................] - ETA: 15:27 - loss: 328.0557 - logits_profile_predictions_loss: 325.9037 - logcount_predictions_loss: 0.3311 445/2386 [====>.........................] - ETA: 15:26 - loss: 328.0535 - logits_profile_predictions_loss: 325.9016 - logcount_predictions_loss: 0.3310 446/2386 [====>.........................] - ETA: 15:26 - loss: 328.0511 - logits_profile_predictions_loss: 325.8992 - logcount_predictions_loss: 0.3310 447/2386 [====>.........................] - ETA: 15:25 - loss: 328.0488 - logits_profile_predictions_loss: 325.8971 - logcount_predictions_loss: 0.3310 448/2386 [====>.........................] - ETA: 15:25 - loss: 328.0465 - logits_profile_predictions_loss: 325.8949 - logcount_predictions_loss: 0.3310 449/2386 [====>.........................] - ETA: 15:24 - loss: 328.0442 - logits_profile_predictions_loss: 325.8927 - logcount_predictions_loss: 0.3310 450/2386 [====>.........................] - ETA: 15:24 - loss: 328.0419 - logits_profile_predictions_loss: 325.8905 - logcount_predictions_loss: 0.3310 451/2386 [====>.........................] - ETA: 15:23 - loss: 328.0396 - logits_profile_predictions_loss: 325.8883 - logcount_predictions_loss: 0.3309 452/2386 [====>.........................] - ETA: 15:23 - loss: 328.0371 - logits_profile_predictions_loss: 325.8859 - logcount_predictions_loss: 0.3309 453/2386 [====>.........................] - ETA: 15:22 - loss: 328.0347 - logits_profile_predictions_loss: 325.8836 - logcount_predictions_loss: 0.3309 454/2386 [====>.........................] - ETA: 15:22 - loss: 328.0320 - logits_profile_predictions_loss: 325.8810 - logcount_predictions_loss: 0.3309 455/2386 [====>.........................] - ETA: 15:21 - loss: 328.0292 - logits_profile_predictions_loss: 325.8783 - logcount_predictions_loss: 0.3309 456/2386 [====>.........................] - ETA: 15:21 - loss: 328.0266 - logits_profile_predictions_loss: 325.8758 - logcount_predictions_loss: 0.3309 457/2386 [====>.........................] - ETA: 15:21 - loss: 328.0241 - logits_profile_predictions_loss: 325.8735 - logcount_predictions_loss: 0.3308 458/2386 [====>.........................] - ETA: 15:20 - loss: 328.0217 - logits_profile_predictions_loss: 325.8711 - logcount_predictions_loss: 0.3308 459/2386 [====>.........................] - ETA: 15:20 - loss: 328.0191 - logits_profile_predictions_loss: 325.8686 - logcount_predictions_loss: 0.3308 460/2386 [====>.........................] - ETA: 15:19 - loss: 328.0167 - logits_profile_predictions_loss: 325.8664 - logcount_predictions_loss: 0.3308 461/2386 [====>.........................] - ETA: 15:19 - loss: 328.0142 - logits_profile_predictions_loss: 325.8640 - logcount_predictions_loss: 0.3308 462/2386 [====>.........................] - ETA: 15:18 - loss: 328.0122 - logits_profile_predictions_loss: 325.8620 - logcount_predictions_loss: 0.3308 463/2386 [====>.........................] - ETA: 15:18 - loss: 328.0100 - logits_profile_predictions_loss: 325.8600 - logcount_predictions_loss: 0.3308 464/2386 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[=====>........................] - ETA: 14:53 - loss: 327.8533 - logits_profile_predictions_loss: 325.7079 - logcount_predictions_loss: 0.3300 517/2386 [=====>........................] - ETA: 14:52 - loss: 327.8507 - logits_profile_predictions_loss: 325.7053 - logcount_predictions_loss: 0.3300 518/2386 [=====>........................] - ETA: 14:52 - loss: 327.8478 - logits_profile_predictions_loss: 325.7026 - logcount_predictions_loss: 0.3300 519/2386 [=====>........................] - ETA: 14:51 - loss: 327.8449 - logits_profile_predictions_loss: 325.6998 - logcount_predictions_loss: 0.3300 520/2386 [=====>........................] - ETA: 14:51 - loss: 327.8418 - logits_profile_predictions_loss: 325.6967 - logcount_predictions_loss: 0.3300 521/2386 [=====>........................] - ETA: 14:50 - loss: 327.8386 - logits_profile_predictions_loss: 325.6936 - logcount_predictions_loss: 0.3300 522/2386 [=====>........................] - ETA: 14:50 - loss: 327.8358 - 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2380/2386 [============================>.] - ETA: 2s - loss: 320.8447 - logits_profile_predictions_loss: 318.9163 - logcount_predictions_loss: 0.2967 2381/2386 [============================>.] - ETA: 2s - loss: 320.8442 - logits_profile_predictions_loss: 318.9158 - logcount_predictions_loss: 0.2967 2382/2386 [============================>.] - ETA: 1s - loss: 320.8437 - logits_profile_predictions_loss: 318.9153 - logcount_predictions_loss: 0.2967 2383/2386 [============================>.] - ETA: 1s - loss: 320.8431 - logits_profile_predictions_loss: 318.9148 - logcount_predictions_loss: 0.2967 2384/2386 [============================>.] - ETA: 0s - loss: 320.8426 - logits_profile_predictions_loss: 318.9142 - logcount_predictions_loss: 0.2967 2385/2386 [============================>.] - ETA: 0s - loss: 320.8421 - logits_profile_predictions_loss: 318.9137 - logcount_predictions_loss: 0.2967 2386/2386 [==============================] - ETA: 0s - loss: 320.8416 - logits_profile_predictions_loss: 318.9132 - logcount_predictions_loss: 0.2967 2386/2386 [==============================] - 1199s 502ms/step - loss: 320.8411 - logits_profile_predictions_loss: 318.9127 - logcount_predictions_loss: 0.2967 - val_loss: 399.5386 - val_logits_profile_predictions_loss: 397.3537 - val_logcount_predictions_loss: 0.3361 + +Epoch 00014: val_loss did not improve from 398.13538 +Restoring model weights from the end of the best epoch. +Epoch 00014: early stopping +save model +save model without bias +2022-10-07_05-58-33: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(40252, 10) +loading nonpeaks... +got split:test for bed regions:(39912, 10) +0/314 +100/314 +200/314 +300/314 +2022-10-07_06-05-17: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(40252, 10) +loading nonpeaks... +got split:test for bed regions:(39912, 10) +0/314 +100/314 +200/314 +300/314 +2022-10-07_06-11-18: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR541PUY//preprocessing/bigWigs/ENCSR541PUY.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(40252, 10) +loading nonpeaks... +got split:test for bed regions:(39912, 10) +0/314 +100/314 +200/314 +300/314 +2022-10-07_06-14-18: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//footprints +2022-10-07_06-14-18: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/37 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[====================>.........] - ETA: 12s 28/37 [=====================>........] - ETA: 11s 29/37 [======================>.......] - ETA: 10s 30/37 [=======================>......] - ETA: 8s  31/37 [========================>.....] - ETA: 7s 32/37 [========================>.....] - ETA: 6s 33/37 [=========================>....] - ETA: 5s 34/37 [==========================>...] - ETA: 3s 35/37 [===========================>..] - ETA: 2s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 46s 1s/step +Saving marginal footprints +2022-10-07_06-17-58: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//footprints +2022-10-07_06-17-58: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR541PUY//chrombppnet_model_encsr283tme_bias_fold_1//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/37 [..............................] - ETA: 1:40 3/37 [=>............................] - ETA: 1s  4/37 [==>...........................] - ETA: 2s 5/37 [===>..........................] - ETA: 2s 6/37 [===>..........................] - ETA: 2s 7/37 [====>.........................] - ETA: 2s 8/37 [=====>........................] - ETA: 2s 9/37 [======>.......................] - ETA: 2s 10/37 [=======>......................] - ETA: 2s 11/37 [=======>......................] - ETA: 2s 12/37 [========>.....................] - ETA: 2s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 1s 15/37 [===========>..................] - ETA: 1s 16/37 [===========>..................] - ETA: 1s 17/37 [============>.................] - ETA: 1s 18/37 [=============>................] - ETA: 1s 19/37 [==============>...............] - ETA: 1s 20/37 [===============>..............] - ETA: 1s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 0s 27/37 [====================>.........] - ETA: 0s 28/37 [=====================>........] - ETA: 0s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 7s 105ms/step + 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 3s 3/37 [=>............................] - ETA: 3s 4/37 [==>...........................] - ETA: 3s 5/37 [===>..........................] - ETA: 2s 6/37 [===>..........................] - ETA: 2s 7/37 [====>.........................] - ETA: 2s 8/37 [=====>........................] - ETA: 2s 9/37 [======>.......................] - ETA: 2s 10/37 [=======>......................] - ETA: 2s 11/37 [=======>......................] - ETA: 2s 12/37 [========>.....................] - ETA: 2s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 1s 17/37 [============>.................] - ETA: 1s 18/37 [=============>................] - ETA: 1s 19/37 [==============>...............] - ETA: 1s 20/37 [===============>..............] - ETA: 1s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 1s 27/37 [====================>.........] - ETA: 0s 28/37 [=====================>........] - ETA: 0s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 3s 93ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 3s 3/37 [=>............................] - ETA: 3s 4/37 [==>...........................] - ETA: 2s 5/37 [===>..........................] - ETA: 2s 6/37 [===>..........................] - ETA: 2s 7/37 [====>.........................] - ETA: 2s 8/37 [=====>........................] - ETA: 2s 9/37 [======>.......................] - ETA: 2s 10/37 [=======>......................] - ETA: 2s 11/37 [=======>......................] - ETA: 2s 12/37 [========>.....................] - ETA: 2s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 1s 17/37 [============>.................] - ETA: 1s 18/37 [=============>................] - ETA: 1s 19/37 [==============>...............] - ETA: 1s 20/37 [===============>..............] - ETA: 1s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 1s 27/37 [====================>.........] - ETA: 0s 28/37 [=====================>........] - ETA: 0s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 3s 93ms/step + 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 3s 3/37 [=>............................] - ETA: 3s 4/37 [==>...........................] - ETA: 3s 5/37 [===>..........................] - ETA: 2s 6/37 [===>..........................] - ETA: 2s 7/37 [====>.........................] - ETA: 2s 8/37 [=====>........................] - ETA: 2s 9/37 [======>.......................] - ETA: 2s 10/37 [=======>......................] - ETA: 2s 11/37 [=======>......................] - ETA: 2s 12/37 [========>.....................] - ETA: 2s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 1s 17/37 [============>.................] - ETA: 1s 18/37 [=============>................] - ETA: 1s 19/37 [==============>...............] - ETA: 1s 20/37 [===============>..............] - ETA: 1s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 1s 27/37 [====================>.........] - ETA: 0s 28/37 [=====================>........] - ETA: 0s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 3s 93ms/step +Saving marginal footprints